diff --git a/qlearning-results/a0.1-g0.1-e0.1-approximateqlearning b/qlearning-results/a0.1-g0.1-e0.1-approximateqlearning
new file mode 100644
index 0000000..8098db4
--- /dev/null
+++ b/qlearning-results/a0.1-g0.1-e0.1-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:53:51,825 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.1, exploration_rate = 0.1
+202.9900000000003
+203.45950000000053
+203.8405000000007
+204.57150000000019
+204.51700000000048
+205.23050000000032
+204.14600000000027
+202.9190000000006
+205.70500000000007
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:54:14,098 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:54:14,306 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:54:14,529 INFO  [tetris] Final score: 208
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:54:14,705 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:54:14,898 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:54:15,090 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:54:15,329 INFO  [tetris] Final score: 221
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:54:15,537 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:54:15,762 INFO  [tetris] Final score: 200
+Lost due to: LockOut
+2020-04-20 19:54:15,969 INFO  [tetris] Final score: 212
diff --git a/qlearning-results/a0.1-g0.1-e0.1-qlearning b/qlearning-results/a0.1-g0.1-e0.1-qlearning
new file mode 100644
index 0000000..c313de8
--- /dev/null
+++ b/qlearning-results/a0.1-g0.1-e0.1-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:47:13,417 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.1, exploration_rate = 0.1
+220.95810000000168
+218.19660000000184
+216.98390000000128
+216.32795000000155
+216.2846500000026
+215.670950000002
+215.56090000000168
+215.49235000000138
+214.88230000000195
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:55:39,974 INFO  [tetris] Final score: 203
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:55:40,517 INFO  [tetris] Final score: 182
+Lost due to: LockOut
+2020-04-20 22:55:40,757 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:55:42,069 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:55:42,438 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:55:43,814 INFO  [tetris] Final score: 228
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:55:45,093 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:55:46,614 INFO  [tetris] Final score: 232
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:55:47,941 INFO  [tetris] Final score: 168
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:55:49,078 INFO  [tetris] Final score: 200
diff --git a/qlearning-results/a0.1-g0.1-e0.25-approximateqlearning b/qlearning-results/a0.1-g0.1-e0.25-approximateqlearning
new file mode 100644
index 0000000..8fcfb38
--- /dev/null
+++ b/qlearning-results/a0.1-g0.1-e0.25-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:54:16,016 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.1, exploration_rate = 0.25
+199.9395000000003
+197.7290000000002
+198.4160000000001
+198.15649999999977
+198.8634999999999
+197.55950000000018
+197.8339999999998
+197.34150000000017
+197.9950000000006
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:54:39,280 INFO  [tetris] Final score: 188
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:54:39,584 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:54:40,432 INFO  [tetris] Final score: 189
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:54:40,640 INFO  [tetris] Final score: 158
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:54:41,008 INFO  [tetris] Final score: 182
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 19:54:41,216 INFO  [tetris] Final score: 217
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 19:54:41,568 INFO  [tetris] Final score: 178
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:54:41,840 INFO  [tetris] Final score: 172
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:54:42,112 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:54:42,304 INFO  [tetris] Final score: 208
diff --git a/qlearning-results/a0.1-g0.1-e0.25-qlearning b/qlearning-results/a0.1-g0.1-e0.25-qlearning
new file mode 100644
index 0000000..b9ef54f
--- /dev/null
+++ b/qlearning-results/a0.1-g0.1-e0.25-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:56:02,392 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.1, exploration_rate = 0.25
+222.2459000000013
+219.66315000000242
+218.52945000000193
+217.64080000000234
+217.4608
+217.40135000000208
+217.14465000000126
+217.1419500000022
+216.6491000000021
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:05:07,085 INFO  [tetris] Final score: 233
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:05:07,565 INFO  [tetris] Final score: 220
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:05:08,444 INFO  [tetris] Final score: 205
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:05:08,732 INFO  [tetris] Final score: 213
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:05:09,453 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 23:05:10,236 INFO  [tetris] Final score: 187
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:05:10,989 INFO  [tetris] Final score: 237
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 23:05:12,061 INFO  [tetris] Final score: 267
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:05:12,957 INFO  [tetris] Final score: 203
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 23:05:14,397 INFO  [tetris] Final score: 218
diff --git a/qlearning-results/a0.1-g0.1-e0.5-approximateqlearning b/qlearning-results/a0.1-g0.1-e0.5-approximateqlearning
new file mode 100644
index 0000000..4481ea7
--- /dev/null
+++ b/qlearning-results/a0.1-g0.1-e0.5-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:54:42,317 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.1, exploration_rate = 0.5
+196.97650000000007
+193.87299999999973
+192.38500000000002
+192.71700000000013
+193.4105000000001
+192.64049999999997
+192.89299999999992
+193.16400000000004
+193.17149999999995
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:55:07,820 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:55:08,397 INFO  [tetris] Final score: 231
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:55:08,764 INFO  [tetris] Final score: 142
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:55:09,149 INFO  [tetris] Final score: 168
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:55:10,188 INFO  [tetris] Final score: 231
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:55:10,557 INFO  [tetris] Final score: 183
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:55:10,956 INFO  [tetris] Final score: 168
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:55:11,356 INFO  [tetris] Final score: 186
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:55:11,773 INFO  [tetris] Final score: 234
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:55:12,044 INFO  [tetris] Final score: 166
diff --git a/qlearning-results/a0.1-g0.1-e0.5-qlearning b/qlearning-results/a0.1-g0.1-e0.5-qlearning
new file mode 100644
index 0000000..9a7d92b
--- /dev/null
+++ b/qlearning-results/a0.1-g0.1-e0.5-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 23:05:31,376 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.1, exploration_rate = 0.5
+221.98790000000076
+220.2209500000016
+219.2323000000003
+218.9858000000025
+218.80650000000216
+218.30300000000062
+218.24995000000052
+217.698150000002
+217.9902500000012
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:14:19,306 INFO  [tetris] Final score: 196
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:14:19,977 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:14:20,889 INFO  [tetris] Final score: 223
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 23:14:21,529 INFO  [tetris] Final score: 187
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:14:22,538 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:14:23,673 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:14:24,457 INFO  [tetris] Final score: 177
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 23:14:25,113 INFO  [tetris] Final score: 175
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:14:25,786 INFO  [tetris] Final score: 175
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:14:26,777 INFO  [tetris] Final score: 178
diff --git a/qlearning-results/a0.1-g0.1-e0.75-approximateqlearning b/qlearning-results/a0.1-g0.1-e0.75-approximateqlearning
new file mode 100644
index 0000000..7366047
--- /dev/null
+++ b/qlearning-results/a0.1-g0.1-e0.75-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:55:12,057 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.1, exploration_rate = 0.75
+199.317
+198.07700000000025
+198.324
+198.93750000000006
+199.0355000000004
+199.3629999999999
+199.24750000000017
+198.76299999999966
+198.59600000000023
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:55:44,123 INFO  [tetris] Final score: 171
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:55:44,636 INFO  [tetris] Final score: 118
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:55:45,771 INFO  [tetris] Final score: 167
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:55:46,795 INFO  [tetris] Final score: 245
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:55:47,532 INFO  [tetris] Final score: 212
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:55:48,252 INFO  [tetris] Final score: 183
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:55:48,892 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:55:49,291 INFO  [tetris] Final score: 169
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 19:55:50,076 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:55:50,860 INFO  [tetris] Final score: 212
diff --git a/qlearning-results/a0.1-g0.1-e0.75-qlearning b/qlearning-results/a0.1-g0.1-e0.75-qlearning
new file mode 100644
index 0000000..fbd2d45
--- /dev/null
+++ b/qlearning-results/a0.1-g0.1-e0.75-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 23:20:30,784 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.1, exploration_rate = 0.75
+222.8502999999997
+221.56735000000256
+220.65415000000044
+219.97580000000033
+220.14905000000118
+219.751050000002
+219.8127000000007
+219.5739499999999
+219.68790000000163
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 23:27:54,362 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 23:27:55,294 INFO  [tetris] Final score: 171
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 23:27:56,621 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 23:27:57,326 INFO  [tetris] Final score: 160
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:27:58,494 INFO  [tetris] Final score: 208
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:27:59,534 INFO  [tetris] Final score: 171
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 23:28:00,414 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:28:01,518 INFO  [tetris] Final score: 257
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:28:03,085 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:28:04,637 INFO  [tetris] Final score: 236
diff --git a/qlearning-results/a0.1-g0.1-e0.9-approximateqlearning b/qlearning-results/a0.1-g0.1-e0.9-approximateqlearning
new file mode 100644
index 0000000..a17230c
--- /dev/null
+++ b/qlearning-results/a0.1-g0.1-e0.9-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:55:50,868 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.1, exploration_rate = 0.9
+206.9339999999998
+208.44249999999934
+207.38549999999978
+207.54550000000023
+208.83049999999997
+207.53250000000017
+208.2755000000005
+209.32850000000042
+209.90800000000064
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 19:56:31,530 INFO  [tetris] Final score: 199
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:56:32,745 INFO  [tetris] Final score: 194
+Lost due to: LockOut
+2020-04-20 19:56:33,993 INFO  [tetris] Final score: 187
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:56:35,017 INFO  [tetris] Final score: 190
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:56:35,689 INFO  [tetris] Final score: 168
+Lost due to: LockOut
+2020-04-20 19:56:37,497 INFO  [tetris] Final score: 244
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:56:38,490 INFO  [tetris] Final score: 183
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:56:39,177 INFO  [tetris] Final score: 170
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:56:40,073 INFO  [tetris] Final score: 217
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:56:40,698 INFO  [tetris] Final score: 224
diff --git a/qlearning-results/a0.1-g0.1-e0.9-qlearning b/qlearning-results/a0.1-g0.1-e0.9-qlearning
new file mode 100644
index 0000000..1edab43
--- /dev/null
+++ b/qlearning-results/a0.1-g0.1-e0.9-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 23:28:22,227 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.1, exploration_rate = 0.9
+223.1952000000007
+222.9115500000005
+222.5591000000004
+222.30110000000096
+221.7994500000013
+222.20040000000213
+221.98400000000007
+221.9154000000008
+222.00440000000148
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:35:25,482 INFO  [tetris] Final score: 172
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:35:26,966 INFO  [tetris] Final score: 181
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:35:27,911 INFO  [tetris] Final score: 154
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:35:29,047 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:35:30,151 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:35:32,390 INFO  [tetris] Final score: 286
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 23:35:33,254 INFO  [tetris] Final score: 215
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:35:36,455 INFO  [tetris] Final score: 388
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:35:37,463 INFO  [tetris] Final score: 208
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:35:39,511 INFO  [tetris] Final score: 282
diff --git a/qlearning-results/a0.1-g0.5-e0.1-approximateqlearning b/qlearning-results/a0.1-g0.5-e0.1-approximateqlearning
new file mode 100644
index 0000000..043bf78
--- /dev/null
+++ b/qlearning-results/a0.1-g0.5-e0.1-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:51:03,272 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.5, exploration_rate = 0.1
+202.91550000000058
+201.90000000000043
+204.79149999999984
+203.40600000000023
+204.6635
+202.65850000000034
+204.23150000000106
+207.42250000000072
+203.14750000000012
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:51:24,270 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:51:24,494 INFO  [tetris] Final score: 232
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:51:24,686 INFO  [tetris] Final score: 220
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 19:51:24,862 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 19:51:25,039 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:51:25,231 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:51:25,423 INFO  [tetris] Final score: 197
+Lost due to: LockOut
+2020-04-20 19:51:25,615 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:51:25,823 INFO  [tetris] Final score: 220
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:51:26,015 INFO  [tetris] Final score: 210
diff --git a/qlearning-results/a0.1-g0.5-e0.1-qlearning b/qlearning-results/a0.1-g0.5-e0.1-qlearning
new file mode 100644
index 0000000..d7227bb
--- /dev/null
+++ b/qlearning-results/a0.1-g0.5-e0.1-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:03:08,902 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.5, exploration_rate = 0.1
+218.95680000000175
+216.40600000000256
+215.8475000000029
+216.2365500000022
+215.53205000000244
+215.29070000000203
+215.55760000000194
+215.17585000000147
+215.32435000000112
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:11:39,795 INFO  [tetris] Final score: 242
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:11:41,267 INFO  [tetris] Final score: 244
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:11:41,747 INFO  [tetris] Final score: 196
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:11:42,706 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:11:43,955 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:11:44,387 INFO  [tetris] Final score: 207
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:11:44,803 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:11:45,410 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:11:45,811 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:11:46,515 INFO  [tetris] Final score: 206
diff --git a/qlearning-results/a0.1-g0.5-e0.25-approximateqlearning b/qlearning-results/a0.1-g0.5-e0.25-approximateqlearning
new file mode 100644
index 0000000..8220391
--- /dev/null
+++ b/qlearning-results/a0.1-g0.5-e0.25-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:51:26,021 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.5, exploration_rate = 0.25
+200.25600000000043
+199.62100000000024
+196.92050000000043
+199.74200000000064
+199.07450000000014
+199.32550000000037
+199.4075000000002
+197.92750000000015
+197.7249999999997
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:51:48,554 INFO  [tetris] Final score: 171
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:51:49,834 INFO  [tetris] Final score: 248
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 19:51:50,986 INFO  [tetris] Final score: 212
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:51:52,058 INFO  [tetris] Final score: 136
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 19:51:52,474 INFO  [tetris] Final score: 197
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 19:51:53,802 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:51:55,722 INFO  [tetris] Final score: 239
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 19:51:56,202 INFO  [tetris] Final score: 168
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:51:56,809 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:51:57,801 INFO  [tetris] Final score: 182
diff --git a/qlearning-results/a0.1-g0.5-e0.25-qlearning b/qlearning-results/a0.1-g0.5-e0.25-qlearning
new file mode 100644
index 0000000..c0bee5d
--- /dev/null
+++ b/qlearning-results/a0.1-g0.5-e0.25-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:11:59,702 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.5, exploration_rate = 0.25
+221.37790000000103
+219.74895000000214
+218.8575500000007
+218.10520000000105
+217.6736000000012
+217.39030000000125
+217.24575000000306
+217.0567500000027
+216.70315000000298
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:21:03,153 INFO  [tetris] Final score: 185
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:21:04,064 INFO  [tetris] Final score: 219
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:21:04,993 INFO  [tetris] Final score: 217
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:21:06,465 INFO  [tetris] Final score: 263
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:21:07,361 INFO  [tetris] Final score: 228
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:21:07,937 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:21:09,217 INFO  [tetris] Final score: 219
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:21:10,177 INFO  [tetris] Final score: 226
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 22:21:11,281 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:21:12,033 INFO  [tetris] Final score: 224
diff --git a/qlearning-results/a0.1-g0.5-e0.5-approximateqlearning b/qlearning-results/a0.1-g0.5-e0.5-approximateqlearning
new file mode 100644
index 0000000..39306e2
--- /dev/null
+++ b/qlearning-results/a0.1-g0.5-e0.5-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:51:57,814 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.5, exploration_rate = 0.5
+197.60850000000073
+194.93899999999988
+192.84999999999997
+194.20399999999952
+193.8585
+193.10500000000013
+192.72149999999954
+193.21349999999984
+193.71550000000025
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:52:22,269 INFO  [tetris] Final score: 226
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:52:22,605 INFO  [tetris] Final score: 234
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:52:22,814 INFO  [tetris] Final score: 144
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:52:23,341 INFO  [tetris] Final score: 151
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:52:23,757 INFO  [tetris] Final score: 139
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:52:24,125 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:52:24,782 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:52:25,102 INFO  [tetris] Final score: 213
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:52:25,518 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:52:26,333 INFO  [tetris] Final score: 230
diff --git a/qlearning-results/a0.1-g0.5-e0.5-qlearning b/qlearning-results/a0.1-g0.5-e0.5-qlearning
new file mode 100644
index 0000000..1d71e64
--- /dev/null
+++ b/qlearning-results/a0.1-g0.5-e0.5-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:21:26,605 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.5, exploration_rate = 0.5
+222.22215000000207
+220.20200000000062
+220.06675000000146
+219.06850000000324
+218.8581500000011
+218.28170000000168
+218.65165000000067
+218.28869999999947
+217.98975000000075
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 22:30:10,316 INFO  [tetris] Final score: 243
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:30:11,339 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:30:12,492 INFO  [tetris] Final score: 183
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:30:13,420 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:30:15,260 INFO  [tetris] Final score: 253
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:30:16,060 INFO  [tetris] Final score: 203
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:30:16,508 INFO  [tetris] Final score: 227
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 22:30:19,084 INFO  [tetris] Final score: 321
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:30:20,124 INFO  [tetris] Final score: 223
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:30:20,956 INFO  [tetris] Final score: 207
diff --git a/qlearning-results/a0.1-g0.5-e0.75-approximateqlearning b/qlearning-results/a0.1-g0.5-e0.75-approximateqlearning
new file mode 100644
index 0000000..6ce2f3e
--- /dev/null
+++ b/qlearning-results/a0.1-g0.5-e0.75-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:52:26,341 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.5, exploration_rate = 0.75
+199.8565000000001
+198.30050000000028
+198.6645000000003
+199.38399999999982
+199.6905000000004
+198.73249999999976
+198.10299999999992
+198.96399999999988
+199.12200000000013
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:52:57,169 INFO  [tetris] Final score: 189
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:52:57,856 INFO  [tetris] Final score: 169
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 19:52:58,656 INFO  [tetris] Final score: 168
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:52:59,025 INFO  [tetris] Final score: 205
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:52:59,488 INFO  [tetris] Final score: 166
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:52:59,840 INFO  [tetris] Final score: 164
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:53:01,024 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 19:53:01,617 INFO  [tetris] Final score: 197
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 19:53:02,049 INFO  [tetris] Final score: 177
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:53:02,593 INFO  [tetris] Final score: 180
diff --git a/qlearning-results/a0.1-g0.5-e0.75-qlearning b/qlearning-results/a0.1-g0.5-e0.75-qlearning
new file mode 100644
index 0000000..19ae04c
--- /dev/null
+++ b/qlearning-results/a0.1-g0.5-e0.75-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:30:37,639 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.5, exploration_rate = 0.75
+222.70830000000194
+221.62445000000056
+220.67714999999978
+220.32700000000204
+220.72685000000172
+220.04535000000004
+219.66020000000054
+219.8325000000021
+219.15890000000252
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:38:38,738 INFO  [tetris] Final score: 221
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 22:38:40,721 INFO  [tetris] Final score: 293
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 22:38:42,370 INFO  [tetris] Final score: 239
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 22:38:43,922 INFO  [tetris] Final score: 263
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:38:46,322 INFO  [tetris] Final score: 239
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:38:47,393 INFO  [tetris] Final score: 215
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:38:48,002 INFO  [tetris] Final score: 184
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:38:49,170 INFO  [tetris] Final score: 163
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 22:38:50,594 INFO  [tetris] Final score: 221
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 22:38:51,346 INFO  [tetris] Final score: 225
diff --git a/qlearning-results/a0.1-g0.5-e0.9-approximateqlearning b/qlearning-results/a0.1-g0.5-e0.9-approximateqlearning
new file mode 100644
index 0000000..2669e78
--- /dev/null
+++ b/qlearning-results/a0.1-g0.5-e0.9-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:53:02,605 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.5, exploration_rate = 0.9
+207.45600000000007
+207.617
+207.4425000000002
+208.28600000000034
+210.19349999999963
+208.85100000000028
+207.92550000000023
+209.53050000000053
+207.58600000000015
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:53:43,157 INFO  [tetris] Final score: 181
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:53:43,925 INFO  [tetris] Final score: 201
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:53:45,140 INFO  [tetris] Final score: 168
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:53:45,797 INFO  [tetris] Final score: 186
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:53:46,756 INFO  [tetris] Final score: 177
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:53:48,197 INFO  [tetris] Final score: 236
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 19:53:49,413 INFO  [tetris] Final score: 212
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:53:50,101 INFO  [tetris] Final score: 180
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:53:50,852 INFO  [tetris] Final score: 187
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:53:51,813 INFO  [tetris] Final score: 179
diff --git a/qlearning-results/a0.1-g0.5-e0.9-qlearning b/qlearning-results/a0.1-g0.5-e0.9-qlearning
new file mode 100644
index 0000000..a55862d
--- /dev/null
+++ b/qlearning-results/a0.1-g0.5-e0.9-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:39:09,115 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.5, exploration_rate = 0.9
+223.29540000000083
+222.6900000000015
+222.5335000000025
+221.9808500000014
+221.26825000000136
+221.8926500000009
+222.22910000000022
+221.34840000000182
+221.69575000000344
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:46:43,359 INFO  [tetris] Final score: 177
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:46:44,127 INFO  [tetris] Final score: 145
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:46:45,151 INFO  [tetris] Final score: 278
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:46:47,232 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:46:48,767 INFO  [tetris] Final score: 242
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:46:50,736 INFO  [tetris] Final score: 245
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:46:51,455 INFO  [tetris] Final score: 187
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:46:52,847 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:46:54,031 INFO  [tetris] Final score: 246
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:46:55,039 INFO  [tetris] Final score: 197
diff --git a/qlearning-results/a0.1-g0.9-e0.1-approximateqlearning b/qlearning-results/a0.1-g0.9-e0.1-approximateqlearning
new file mode 100644
index 0000000..4b16379
--- /dev/null
+++ b/qlearning-results/a0.1-g0.9-e0.1-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:48:51,558 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.9, exploration_rate = 0.1
+202.6465000000004
+202.39400000000015
+202.71350000000058
+203.02800000000005
+203.03899999999987
+203.0555000000006
+202.93950000000052
+202.5405000000001
+202.92950000000036
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:04,774 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:04,950 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:05,191 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:05,398 INFO  [tetris] Final score: 208
+Lost due to: LockOut
+2020-04-20 19:49:05,590 INFO  [tetris] Final score: 188
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:05,767 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:05,942 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:06,118 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:06,310 INFO  [tetris] Final score: 208
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:06,503 INFO  [tetris] Final score: 200
diff --git a/qlearning-results/a0.1-g0.9-e0.1-qlearning b/qlearning-results/a0.1-g0.9-e0.1-qlearning
new file mode 100644
index 0000000..70cf2bc
--- /dev/null
+++ b/qlearning-results/a0.1-g0.9-e0.1-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:55:09,252 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.9, exploration_rate = 0.1
+217.85775000000078
+214.23900000000074
+213.86090000000135
+212.71030000000212
+212.2356500000019
+211.60060000000047
+211.6340000000002
+211.5668500000007
+211.38930000000192
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:03:51,834 INFO  [tetris] Final score: 174
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:03:52,618 INFO  [tetris] Final score: 191
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:03:54,201 INFO  [tetris] Final score: 237
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:03:55,625 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:03:56,745 INFO  [tetris] Final score: 220
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:03:58,217 INFO  [tetris] Final score: 232
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:03:58,825 INFO  [tetris] Final score: 174
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:03:59,337 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:03:59,817 INFO  [tetris] Final score: 173
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:04:00,506 INFO  [tetris] Final score: 190
diff --git a/qlearning-results/a0.1-g0.9-e0.25-approximateqlearning b/qlearning-results/a0.1-g0.9-e0.25-approximateqlearning
new file mode 100644
index 0000000..3b9d3d1
--- /dev/null
+++ b/qlearning-results/a0.1-g0.9-e0.25-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:49:06,512 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.9, exploration_rate = 0.25
+200.03150000000065
+200.79300000000003
+200.47100000000017
+200.0220000000006
+199.55649999999997
+200.4180000000004
+201.05850000000044
+200.04650000000038
+200.06300000000036
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:49:20,634 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 19:49:20,890 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:21,130 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:21,354 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:21,594 INFO  [tetris] Final score: 234
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:21,834 INFO  [tetris] Final score: 240
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:22,042 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:49:22,267 INFO  [tetris] Final score: 196
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:22,490 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:22,746 INFO  [tetris] Final score: 187
diff --git a/qlearning-results/a0.1-g0.9-e0.25-qlearning b/qlearning-results/a0.1-g0.9-e0.25-qlearning
new file mode 100644
index 0000000..6b3fdbf
--- /dev/null
+++ b/qlearning-results/a0.1-g0.9-e0.25-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:04:13,262 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.9, exploration_rate = 0.25
+222.82825000000219
+220.54200000000077
+219.28270000000148
+218.53440000000182
+218.82440000000096
+218.7121500000015
+217.93305000000066
+217.89815000000158
+217.86430000000198
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 21:13:24,753 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:13:26,065 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:13:26,720 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:13:28,032 INFO  [tetris] Final score: 227
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:13:28,432 INFO  [tetris] Final score: 190
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:13:29,712 INFO  [tetris] Final score: 224
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:13:30,880 INFO  [tetris] Final score: 230
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:13:31,744 INFO  [tetris] Final score: 247
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:13:33,776 INFO  [tetris] Final score: 284
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:13:35,280 INFO  [tetris] Final score: 227
diff --git a/qlearning-results/a0.1-g0.9-e0.5-approximateqlearning b/qlearning-results/a0.1-g0.9-e0.5-approximateqlearning
new file mode 100644
index 0000000..dab391a
--- /dev/null
+++ b/qlearning-results/a0.1-g0.9-e0.5-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:49:22,757 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.9, exploration_rate = 0.5
+197.83150000000063
+197.5155
+196.53200000000007
+197.7870000000006
+197.4235000000002
+198.2155000000005
+198.35950000000005
+197.71749999999992
+197.63600000000034
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:39,931 INFO  [tetris] Final score: 217
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:40,251 INFO  [tetris] Final score: 162
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 19:49:40,603 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:40,907 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:41,179 INFO  [tetris] Final score: 190
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:49:41,435 INFO  [tetris] Final score: 178
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:41,755 INFO  [tetris] Final score: 189
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:42,011 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:42,427 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:49:43,307 INFO  [tetris] Final score: 297
diff --git a/qlearning-results/a0.1-g0.9-e0.5-qlearning b/qlearning-results/a0.1-g0.9-e0.5-qlearning
new file mode 100644
index 0000000..cdc8056
--- /dev/null
+++ b/qlearning-results/a0.1-g0.9-e0.5-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:13:52,160 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.9, exploration_rate = 0.5
+222.20530000000127
+221.69330000000247
+220.42010000000138
+220.16220000000072
+219.9176000000008
+219.27640000000164
+219.26185000000027
+219.42875000000203
+219.08700000000275
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:22:36,915 INFO  [tetris] Final score: 187
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:22:38,339 INFO  [tetris] Final score: 284
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:22:38,690 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:22:39,362 INFO  [tetris] Final score: 233
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:22:41,331 INFO  [tetris] Final score: 278
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:22:42,179 INFO  [tetris] Final score: 208
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:22:43,074 INFO  [tetris] Final score: 217
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:22:45,251 INFO  [tetris] Final score: 246
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:22:46,883 INFO  [tetris] Final score: 238
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:22:47,715 INFO  [tetris] Final score: 233
diff --git a/qlearning-results/a0.1-g0.9-e0.75-approximateqlearning b/qlearning-results/a0.1-g0.9-e0.75-approximateqlearning
new file mode 100644
index 0000000..81a135c
--- /dev/null
+++ b/qlearning-results/a0.1-g0.9-e0.75-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:49:43,324 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.9, exploration_rate = 0.75
+200.32500000000013
+200.8425000000005
+200.43950000000055
+200.54100000000017
+200.49400000000034
+200.66400000000002
+200.5815000000002
+199.424
+200.4714999999997
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:50:09,866 INFO  [tetris] Final score: 181
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:50:10,250 INFO  [tetris] Final score: 152
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:50:11,114 INFO  [tetris] Final score: 243
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 19:50:12,122 INFO  [tetris] Final score: 223
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:50:12,730 INFO  [tetris] Final score: 176
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:50:13,482 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:50:14,586 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:50:15,610 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 19:50:16,554 INFO  [tetris] Final score: 190
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:50:17,419 INFO  [tetris] Final score: 247
diff --git a/qlearning-results/a0.1-g0.9-e0.75-qlearning b/qlearning-results/a0.1-g0.9-e0.75-qlearning
new file mode 100644
index 0000000..620c422
--- /dev/null
+++ b/qlearning-results/a0.1-g0.9-e0.75-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:23:03,999 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.9, exploration_rate = 0.75
+223.42030000000008
+222.7879500000012
+221.70360000000295
+221.8445500000001
+221.79939999999996
+221.50765000000143
+220.82935000000086
+221.18140000000034
+221.43530000000243
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:31:09,656 INFO  [tetris] Final score: 203
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:31:11,464 INFO  [tetris] Final score: 281
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:31:12,808 INFO  [tetris] Final score: 283
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:31:13,943 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:31:14,920 INFO  [tetris] Final score: 249
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:31:16,248 INFO  [tetris] Final score: 156
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:31:18,392 INFO  [tetris] Final score: 209
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:31:19,592 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:31:20,391 INFO  [tetris] Final score: 203
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:31:21,335 INFO  [tetris] Final score: 225
diff --git a/qlearning-results/a0.1-g0.9-e0.9-approximateqlearning b/qlearning-results/a0.1-g0.9-e0.9-approximateqlearning
new file mode 100644
index 0000000..4cfdc8e
--- /dev/null
+++ b/qlearning-results/a0.1-g0.9-e0.9-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:50:17,433 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.9, exploration_rate = 0.9
+208.73600000000016
+209.4225000000004
+209.70750000000032
+207.65349999999984
+207.76400000000055
+208.6115000000001
+207.88149999999996
+207.8700000000006
+209.03950000000006
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:50:54,363 INFO  [tetris] Final score: 171
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 19:50:55,243 INFO  [tetris] Final score: 167
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 19:50:56,059 INFO  [tetris] Final score: 236
+Lost due to: LockOut
+2020-04-20 19:50:57,324 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:50:58,987 INFO  [tetris] Final score: 251
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:50:59,980 INFO  [tetris] Final score: 215
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:51:00,763 INFO  [tetris] Final score: 168
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:51:01,403 INFO  [tetris] Final score: 169
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:51:02,603 INFO  [tetris] Final score: 236
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:51:03,259 INFO  [tetris] Final score: 236
diff --git a/qlearning-results/a0.1-g0.9-e0.9-qlearning b/qlearning-results/a0.1-g0.9-e0.9-qlearning
new file mode 100644
index 0000000..cd8c4bd
--- /dev/null
+++ b/qlearning-results/a0.1-g0.9-e0.9-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:54:52,451 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 0.9, exploration_rate = 0.9
+223.64375000000032
+223.3694500000013
+223.38300000000066
+222.72075000000126
+222.8378500000019
+222.92165000000165
+222.5837000000008
+222.96700000000087
+223.00550000000015
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:02:36,064 INFO  [tetris] Final score: 177
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:02:37,489 INFO  [tetris] Final score: 310
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 22:02:40,305 INFO  [tetris] Final score: 307
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:02:41,089 INFO  [tetris] Final score: 157
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:02:42,129 INFO  [tetris] Final score: 203
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:02:44,000 INFO  [tetris] Final score: 308
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:02:46,160 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:02:47,168 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:02:49,024 INFO  [tetris] Final score: 208
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:02:50,288 INFO  [tetris] Final score: 291
diff --git a/qlearning-results/a0.1-g1.0-e0.1-approximateqlearning b/qlearning-results/a0.1-g1.0-e0.1-approximateqlearning
new file mode 100644
index 0000000..58487a2
--- /dev/null
+++ b/qlearning-results/a0.1-g1.0-e0.1-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 15:49:27,904 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 1, exploration_rate = 0.1
+346.7053500000016
+374.44729999999885
+371.84564999999986
+372.5076500000012
+372.05924999999826
+373.353400000003
+372.66549999999904
+372.52020000000164
+372.8893
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:04:21,601 INFO  [tetris] Final score: 478
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:04:32,017 INFO  [tetris] Final score: 247
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:04:52,545 INFO  [tetris] Final score: 321
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:05:31,713 INFO  [tetris] Final score: 470
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:05:54,848 INFO  [tetris] Final score: 295
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 20:06:23,569 INFO  [tetris] Final score: 330
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:06:51,568 INFO  [tetris] Final score: 353
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:07:48,178 INFO  [tetris] Final score: 461
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 20:08:11,680 INFO  [tetris] Final score: 373
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 20:08:39,793 INFO  [tetris] Final score: 338
diff --git a/qlearning-results/a0.1-g1.0-e0.1-qlearning b/qlearning-results/a0.1-g1.0-e0.1-qlearning
new file mode 100644
index 0000000..b18bb48
--- /dev/null
+++ b/qlearning-results/a0.1-g1.0-e0.1-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 15:38:27,993 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 1, exploration_rate = 0.1
+218.93345000000153
+215.35020000000193
+214.6898000000031
+213.1617000000016
+213.27190000000175
+213.64700000000198
+212.96310000000136
+212.57775000000174
+212.41390000000064
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 15:49:01,102 INFO  [tetris] Final score: 180
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 15:49:02,094 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 15:49:03,965 INFO  [tetris] Final score: 197
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 15:49:04,574 INFO  [tetris] Final score: 234
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 15:49:05,421 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 15:49:06,574 INFO  [tetris] Final score: 220
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 15:49:07,886 INFO  [tetris] Final score: 240
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 15:49:09,262 INFO  [tetris] Final score: 236
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 15:49:12,030 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 15:49:13,918 INFO  [tetris] Final score: 265
diff --git a/qlearning-results/a0.1-g1.0-e0.25-approximateqlearning b/qlearning-results/a0.1-g1.0-e0.25-approximateqlearning
new file mode 100644
index 0000000..4244708
--- /dev/null
+++ b/qlearning-results/a0.1-g1.0-e0.25-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:36:42,460 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 1, exploration_rate = 0.25
+200.03349999999998
+251.34600000000006
+291.4300000000002
+289.1145000000006
+294.6325000000002
+299.0275000000002
+297.8514999999994
+299.59449999999987
+300.00349999999935
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:42:08,739 INFO  [tetris] Final score: 268
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:42:14,179 INFO  [tetris] Final score: 314
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:42:20,643 INFO  [tetris] Final score: 373
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:42:29,363 INFO  [tetris] Final score: 277
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 19:42:37,651 INFO  [tetris] Final score: 282
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:42:44,195 INFO  [tetris] Final score: 293
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:42:52,179 INFO  [tetris] Final score: 289
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 19:42:57,507 INFO  [tetris] Final score: 325
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:43:06,675 INFO  [tetris] Final score: 383
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:43:15,155 INFO  [tetris] Final score: 341
diff --git a/qlearning-results/a0.1-g1.0-e0.25-qlearning b/qlearning-results/a0.1-g1.0-e0.25-qlearning
new file mode 100644
index 0000000..1f8265c
--- /dev/null
+++ b/qlearning-results/a0.1-g1.0-e0.25-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:09:03,827 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 1, exploration_rate = 0.25
+222.20209999999997
+219.74505000000042
+218.25350000000049
+217.56200000000186
+217.54045000000082
+216.33019999999962
+216.22405000000035
+215.58710000000076
+215.40420000000307
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:19:23,140 INFO  [tetris] Final score: 244
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:19:23,635 INFO  [tetris] Final score: 201
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:19:24,835 INFO  [tetris] Final score: 226
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 20:19:26,115 INFO  [tetris] Final score: 184
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 20:19:27,811 INFO  [tetris] Final score: 300
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:19:28,291 INFO  [tetris] Final score: 147
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:19:28,707 INFO  [tetris] Final score: 189
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:19:29,379 INFO  [tetris] Final score: 267
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:19:30,947 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:19:31,955 INFO  [tetris] Final score: 178
diff --git a/qlearning-results/a0.1-g1.0-e0.5-approximateqlearning b/qlearning-results/a0.1-g1.0-e0.5-approximateqlearning
new file mode 100644
index 0000000..a9841e7
--- /dev/null
+++ b/qlearning-results/a0.1-g1.0-e0.5-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:43:15,167 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 1, exploration_rate = 0.5
+199.35850000000056
+246.6900000000001
+252.32150000000004
+255.94250000000014
+256.25550000000027
+259.1924999999998
+257.8860000000002
+257.5220000000002
+256.3155
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:45:27,543 INFO  [tetris] Final score: 243
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 19:45:31,111 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:45:34,967 INFO  [tetris] Final score: 247
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:45:37,351 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:45:40,007 INFO  [tetris] Final score: 257
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:45:45,655 INFO  [tetris] Final score: 359
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 19:45:50,471 INFO  [tetris] Final score: 303
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 19:45:52,918 INFO  [tetris] Final score: 260
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:45:54,823 INFO  [tetris] Final score: 223
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:45:57,287 INFO  [tetris] Final score: 241
diff --git a/qlearning-results/a0.1-g1.0-e0.5-qlearning b/qlearning-results/a0.1-g1.0-e0.5-qlearning
new file mode 100644
index 0000000..1111b5b
--- /dev/null
+++ b/qlearning-results/a0.1-g1.0-e0.5-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:19:47,925 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 1, exploration_rate = 0.5
+222.31680000000145
+220.51680000000223
+219.2328500000012
+218.89920000000134
+218.72694999999985
+218.28585000000157
+217.96815000000126
+218.5306000000002
+218.48100000000122
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:29:03,621 INFO  [tetris] Final score: 166
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:29:04,629 INFO  [tetris] Final score: 235
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:29:06,149 INFO  [tetris] Final score: 220
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:29:06,949 INFO  [tetris] Final score: 183
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:29:08,404 INFO  [tetris] Final score: 249
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:29:09,109 INFO  [tetris] Final score: 208
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:29:10,996 INFO  [tetris] Final score: 258
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:29:12,357 INFO  [tetris] Final score: 246
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 20:29:13,477 INFO  [tetris] Final score: 262
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:29:14,277 INFO  [tetris] Final score: 199
diff --git a/qlearning-results/a0.1-g1.0-e0.75-approximateqlearning b/qlearning-results/a0.1-g1.0-e0.75-approximateqlearning
new file mode 100644
index 0000000..eabfed8
--- /dev/null
+++ b/qlearning-results/a0.1-g1.0-e0.75-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:45:57,301 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 1, exploration_rate = 0.75
+213.57999999999984
+232.12850000000046
+236.8270000000001
+238.69949999999994
+236.26400000000027
+237.19350000000054
+237.26200000000057
+234.72600000000028
+237.0454999999998
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:47:15,705 INFO  [tetris] Final score: 151
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:47:18,809 INFO  [tetris] Final score: 291
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:47:19,481 INFO  [tetris] Final score: 156
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 19:47:22,297 INFO  [tetris] Final score: 238
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:47:23,321 INFO  [tetris] Final score: 182
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:47:25,162 INFO  [tetris] Final score: 260
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:47:27,097 INFO  [tetris] Final score: 253
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 19:47:29,337 INFO  [tetris] Final score: 254
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:47:30,857 INFO  [tetris] Final score: 273
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 19:47:33,145 INFO  [tetris] Final score: 207
diff --git a/qlearning-results/a0.1-g1.0-e0.75-qlearning b/qlearning-results/a0.1-g1.0-e0.75-qlearning
new file mode 100644
index 0000000..390f6bf
--- /dev/null
+++ b/qlearning-results/a0.1-g1.0-e0.75-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:29:30,884 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 1, exploration_rate = 0.75
+223.4209
+222.43200000000067
+221.8176000000021
+221.0938500000012
+221.02510000000146
+220.63270000000313
+220.69475000000156
+220.55210000000224
+220.20850000000007
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:37:50,506 INFO  [tetris] Final score: 199
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:37:52,203 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:37:53,211 INFO  [tetris] Final score: 284
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:37:53,931 INFO  [tetris] Final score: 184
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:37:55,372 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:37:56,251 INFO  [tetris] Final score: 141
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:37:57,787 INFO  [tetris] Final score: 249
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:37:59,659 INFO  [tetris] Final score: 300
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:38:00,524 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:38:01,675 INFO  [tetris] Final score: 212
diff --git a/qlearning-results/a0.1-g1.0-e0.9-approximateqlearning b/qlearning-results/a0.1-g1.0-e0.9-approximateqlearning
new file mode 100644
index 0000000..aa475ef
--- /dev/null
+++ b/qlearning-results/a0.1-g1.0-e0.9-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:47:33,158 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 1, exploration_rate = 0.9
+219.51950000000062
+229.94900000000015
+229.59200000000027
+228.4244999999997
+228.53999999999974
+226.99699999999993
+229.38000000000034
+226.4289999999998
+228.8485000000001
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:48:35,817 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:48:37,449 INFO  [tetris] Final score: 266
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:48:38,345 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:48:39,161 INFO  [tetris] Final score: 174
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:48:40,681 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:48:42,713 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 19:48:44,745 INFO  [tetris] Final score: 229
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:48:47,337 INFO  [tetris] Final score: 249
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:48:48,745 INFO  [tetris] Final score: 254
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 19:48:51,544 INFO  [tetris] Final score: 251
diff --git a/qlearning-results/a0.1-g1.0-e0.9-qlearning b/qlearning-results/a0.1-g1.0-e0.9-qlearning
new file mode 100644
index 0000000..6bbff11
--- /dev/null
+++ b/qlearning-results/a0.1-g1.0-e0.9-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:46:50,904 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.1, discount_rate = 1, exploration_rate = 0.9
+224.01290000000077
+223.2799000000014
+222.90805000000123
+222.36550000000076
+222.8054500000009
+222.31225000000111
+222.2265000000006
+222.38505000000137
+222.1896500000007
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:54:37,200 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:54:38,317 INFO  [tetris] Final score: 238
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:54:39,998 INFO  [tetris] Final score: 233
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:54:41,789 INFO  [tetris] Final score: 209
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:54:43,133 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:54:44,350 INFO  [tetris] Final score: 221
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:54:46,574 INFO  [tetris] Final score: 263
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:54:47,421 INFO  [tetris] Final score: 180
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:54:48,766 INFO  [tetris] Final score: 253
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:54:49,437 INFO  [tetris] Final score: 198
diff --git a/qlearning-results/a0.5-g0.1-e0.1-approximateqlearning b/qlearning-results/a0.5-g0.1-e0.1-approximateqlearning
new file mode 100644
index 0000000..ae91c93
--- /dev/null
+++ b/qlearning-results/a0.5-g0.1-e0.1-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:42:24,169 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.1, exploration_rate = 0.1
+203.37650000000005
+203.32950000000062
+205.2715000000001
+204.56650000000042
+205.21499999999992
+204.48100000000048
+203.35300000000078
+205.1395000000002
+204.1155
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:42:52,667 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:42:52,891 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:42:53,099 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:42:53,307 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:42:53,483 INFO  [tetris] Final score: 196
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:42:53,691 INFO  [tetris] Final score: 230
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:42:53,883 INFO  [tetris] Final score: 234
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:42:54,091 INFO  [tetris] Final score: 200
+Lost due to: LockOut
+2020-04-20 20:42:54,284 INFO  [tetris] Final score: 208
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:42:54,475 INFO  [tetris] Final score: 184
diff --git a/qlearning-results/a0.5-g0.1-e0.1-qlearning b/qlearning-results/a0.5-g0.1-e0.1-qlearning
new file mode 100644
index 0000000..581b690
--- /dev/null
+++ b/qlearning-results/a0.5-g0.1-e0.1-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 01:49:07,486 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.1, exploration_rate = 0.1
+220.52315000000206
+218.00770000000026
+216.9214000000011
+216.5741500000017
+216.04140000000086
+215.82124999999905
+215.89405000000198
+215.5497000000022
+215.38415000000222
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:56:47,105 INFO  [tetris] Final score: 196
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 01:56:47,473 INFO  [tetris] Final score: 179
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:56:48,817 INFO  [tetris] Final score: 213
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 01:56:49,201 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:56:50,145 INFO  [tetris] Final score: 253
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:56:51,473 INFO  [tetris] Final score: 242
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:56:52,033 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:56:52,609 INFO  [tetris] Final score: 196
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 01:56:53,489 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:56:54,401 INFO  [tetris] Final score: 216
diff --git a/qlearning-results/a0.5-g0.1-e0.25-approximateqlearning b/qlearning-results/a0.5-g0.1-e0.25-approximateqlearning
new file mode 100644
index 0000000..99da7a6
--- /dev/null
+++ b/qlearning-results/a0.5-g0.1-e0.25-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:42:54,489 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.1, exploration_rate = 0.25
+196.89799999999997
+197.32500000000024
+196.77949999999998
+196.7270000000004
+198.16650000000024
+197.20350000000045
+198.81850000000034
+196.93449999999964
+195.7664999999999
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:43:20,168 INFO  [tetris] Final score: 155
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 20:43:23,208 INFO  [tetris] Final score: 237
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:43:24,664 INFO  [tetris] Final score: 186
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:43:27,224 INFO  [tetris] Final score: 238
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 20:43:28,968 INFO  [tetris] Final score: 253
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:43:31,128 INFO  [tetris] Final score: 270
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:43:32,840 INFO  [tetris] Final score: 275
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 20:43:33,481 INFO  [tetris] Final score: 137
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:43:34,456 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 20:43:34,968 INFO  [tetris] Final score: 140
diff --git a/qlearning-results/a0.5-g0.1-e0.25-qlearning b/qlearning-results/a0.5-g0.1-e0.25-qlearning
new file mode 100644
index 0000000..e357fd7
--- /dev/null
+++ b/qlearning-results/a0.5-g0.1-e0.25-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 01:57:05,932 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.1, exploration_rate = 0.25
+221.65875000000136
+219.62845000000095
+218.3312500000014
+217.77255000000184
+216.97090000000227
+217.32470000000177
+217.11195000000083
+216.90805000000185
+216.57765000000197
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:05:18,018 INFO  [tetris] Final score: 259
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:05:18,578 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 02:05:19,009 INFO  [tetris] Final score: 184
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:05:19,826 INFO  [tetris] Final score: 241
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 02:05:21,202 INFO  [tetris] Final score: 213
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 02:05:21,873 INFO  [tetris] Final score: 178
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:05:23,490 INFO  [tetris] Final score: 237
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:05:24,449 INFO  [tetris] Final score: 230
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 02:05:24,930 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:05:25,665 INFO  [tetris] Final score: 185
diff --git a/qlearning-results/a0.5-g0.1-e0.5-approximateqlearning b/qlearning-results/a0.5-g0.1-e0.5-approximateqlearning
new file mode 100644
index 0000000..8dcb9b0
--- /dev/null
+++ b/qlearning-results/a0.5-g0.1-e0.5-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:43:34,981 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.1, exploration_rate = 0.5
+194.5400000000003
+193.8670000000001
+192.81949999999986
+193.60599999999968
+194.58000000000044
+193.0275
+193.3220000000003
+192.87450000000018
+193.6115
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:44:02,579 INFO  [tetris] Final score: 254
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 20:44:02,819 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:44:03,091 INFO  [tetris] Final score: 143
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:44:03,795 INFO  [tetris] Final score: 257
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:44:04,659 INFO  [tetris] Final score: 143
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:44:04,931 INFO  [tetris] Final score: 201
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:44:05,475 INFO  [tetris] Final score: 220
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:44:06,131 INFO  [tetris] Final score: 171
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:44:06,579 INFO  [tetris] Final score: 178
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:44:06,915 INFO  [tetris] Final score: 188
diff --git a/qlearning-results/a0.5-g0.1-e0.5-qlearning b/qlearning-results/a0.5-g0.1-e0.5-qlearning
new file mode 100644
index 0000000..778f1c9
--- /dev/null
+++ b/qlearning-results/a0.5-g0.1-e0.5-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 02:05:39,081 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.1, exploration_rate = 0.5
+222.63780000000236
+220.23420000000027
+219.6870500000017
+219.27970000000136
+218.87424999999996
+217.92980000000009
+218.1931000000028
+218.29909999999973
+218.03945000000206
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:13:36,335 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:13:37,935 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:13:39,727 INFO  [tetris] Final score: 238
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 02:13:41,039 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:13:42,240 INFO  [tetris] Final score: 234
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:13:43,471 INFO  [tetris] Final score: 239
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:13:44,415 INFO  [tetris] Final score: 219
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 02:13:45,008 INFO  [tetris] Final score: 190
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:13:46,160 INFO  [tetris] Final score: 217
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:13:46,607 INFO  [tetris] Final score: 164
diff --git a/qlearning-results/a0.5-g0.1-e0.75-approximateqlearning b/qlearning-results/a0.5-g0.1-e0.75-approximateqlearning
new file mode 100644
index 0000000..a8731a7
--- /dev/null
+++ b/qlearning-results/a0.5-g0.1-e0.75-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:44:06,927 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.1, exploration_rate = 0.75
+197.86499999999978
+198.33849999999993
+199.11550000000037
+199.1649999999996
+198.89099999999974
+198.57650000000004
+200.0650000000003
+200.02300000000014
+198.99549999999994
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 20:44:40,315 INFO  [tetris] Final score: 230
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:44:41,228 INFO  [tetris] Final score: 199
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:44:42,140 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:44:42,636 INFO  [tetris] Final score: 212
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:44:43,788 INFO  [tetris] Final score: 187
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:44:44,988 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:44:45,707 INFO  [tetris] Final score: 153
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:44:46,283 INFO  [tetris] Final score: 197
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:44:46,971 INFO  [tetris] Final score: 188
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:44:48,172 INFO  [tetris] Final score: 184
diff --git a/qlearning-results/a0.5-g0.1-e0.75-qlearning b/qlearning-results/a0.5-g0.1-e0.75-qlearning
new file mode 100644
index 0000000..e61d860
--- /dev/null
+++ b/qlearning-results/a0.5-g0.1-e0.75-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 02:14:01,778 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.1, exploration_rate = 0.75
+223.03660000000102
+221.14205000000183
+220.64650000000265
+220.44305000000108
+220.33760000000007
+220.54309999999998
+219.56440000000123
+219.90739999999963
+219.63010000000193
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:21:23,926 INFO  [tetris] Final score: 254
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:21:25,942 INFO  [tetris] Final score: 251
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 02:21:26,726 INFO  [tetris] Final score: 141
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:21:29,062 INFO  [tetris] Final score: 258
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:21:30,822 INFO  [tetris] Final score: 220
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 02:21:32,134 INFO  [tetris] Final score: 234
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:21:33,254 INFO  [tetris] Final score: 175
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:21:34,407 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:21:36,022 INFO  [tetris] Final score: 239
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:21:36,950 INFO  [tetris] Final score: 206
diff --git a/qlearning-results/a0.5-g0.1-e0.9-approximateqlearning b/qlearning-results/a0.5-g0.1-e0.9-approximateqlearning
new file mode 100644
index 0000000..b05cc2d
--- /dev/null
+++ b/qlearning-results/a0.5-g0.1-e0.9-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:44:48,188 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.1, exploration_rate = 0.9
+210.13300000000012
+209.122
+208.12050000000042
+208.88250000000016
+208.1355
+209.6869999999997
+208.66399999999985
+208.08800000000028
+208.9255000000001
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:45:29,675 INFO  [tetris] Final score: 201
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:45:30,778 INFO  [tetris] Final score: 212
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:45:31,803 INFO  [tetris] Final score: 187
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:45:32,363 INFO  [tetris] Final score: 189
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:45:33,227 INFO  [tetris] Final score: 174
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:45:34,251 INFO  [tetris] Final score: 166
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:45:35,162 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:45:35,835 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:45:36,682 INFO  [tetris] Final score: 171
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:45:37,498 INFO  [tetris] Final score: 226
diff --git a/qlearning-results/a0.5-g0.1-e0.9-qlearning b/qlearning-results/a0.5-g0.1-e0.9-qlearning
new file mode 100644
index 0000000..e7649a2
--- /dev/null
+++ b/qlearning-results/a0.5-g0.1-e0.9-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 02:21:53,490 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.1, exploration_rate = 0.9
+223.46845000000124
+223.1418000000001
+222.22019999999972
+222.05500000000015
+222.0302500000011
+222.12285000000077
+221.99990000000147
+221.55780000000158
+221.98394999999928
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 02:28:52,171 INFO  [tetris] Final score: 176
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 02:28:54,875 INFO  [tetris] Final score: 319
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:28:56,251 INFO  [tetris] Final score: 199
+Lost due to: LockOut
+2020-04-21 02:28:57,515 INFO  [tetris] Final score: 240
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:28:58,859 INFO  [tetris] Final score: 178
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:29:00,155 INFO  [tetris] Final score: 205
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 02:29:02,043 INFO  [tetris] Final score: 339
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:29:03,131 INFO  [tetris] Final score: 221
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:29:04,251 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:29:06,363 INFO  [tetris] Final score: 239
diff --git a/qlearning-results/a0.5-g0.5-e0.1-approximateqlearning b/qlearning-results/a0.5-g0.5-e0.1-approximateqlearning
new file mode 100644
index 0000000..93fed9d
--- /dev/null
+++ b/qlearning-results/a0.5-g0.5-e0.1-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:39:29,556 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.5, exploration_rate = 0.1
+205.1515000000002
+203.5880000000005
+204.79000000000022
+205.6105000000004
+204.66900000000066
+204.7145
+203.85100000000045
+204.1160000000002
+205.15300000000053
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:39:54,816 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:39:55,008 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:39:55,217 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:39:55,424 INFO  [tetris] Final score: 200
+Lost due to: LockOut
+2020-04-20 20:39:55,632 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:39:55,825 INFO  [tetris] Final score: 190
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 20:39:56,048 INFO  [tetris] Final score: 198
+Lost due to: LockOut
+2020-04-20 20:39:56,304 INFO  [tetris] Final score: 212
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:39:56,528 INFO  [tetris] Final score: 215
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:39:56,736 INFO  [tetris] Final score: 210
diff --git a/qlearning-results/a0.5-g0.5-e0.1-qlearning b/qlearning-results/a0.5-g0.5-e0.1-qlearning
new file mode 100644
index 0000000..87c9462
--- /dev/null
+++ b/qlearning-results/a0.5-g0.5-e0.1-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 01:08:55,755 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.5, exploration_rate = 0.1
+219.5724500000018
+217.2081000000039
+216.35635000000116
+215.82600000000267
+215.68915000000212
+215.25045000000264
+215.66660000000238
+215.1686000000017
+215.74980000000153
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:16:34,121 INFO  [tetris] Final score: 223
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 01:16:34,841 INFO  [tetris] Final score: 199
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 01:16:35,784 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:16:37,081 INFO  [tetris] Final score: 273
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 01:16:37,480 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 01:16:38,264 INFO  [tetris] Final score: 222
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 01:16:39,305 INFO  [tetris] Final score: 246
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:16:39,993 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:16:40,873 INFO  [tetris] Final score: 243
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:16:41,721 INFO  [tetris] Final score: 196
diff --git a/qlearning-results/a0.5-g0.5-e0.25-approximateqlearning b/qlearning-results/a0.5-g0.5-e0.25-approximateqlearning
new file mode 100644
index 0000000..1fdcea6
--- /dev/null
+++ b/qlearning-results/a0.5-g0.5-e0.25-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:39:56,747 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.5, exploration_rate = 0.25
+198.71550000000005
+197.91450000000012
+198.36000000000013
+198.0735
+197.2970000000005
+197.83399999999992
+198.572
+197.56950000000018
+198.58100000000022
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:40:21,258 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:40:22,697 INFO  [tetris] Final score: 231
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:40:23,017 INFO  [tetris] Final score: 164
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:40:23,337 INFO  [tetris] Final score: 181
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:40:24,169 INFO  [tetris] Final score: 262
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:40:25,785 INFO  [tetris] Final score: 304
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:40:26,986 INFO  [tetris] Final score: 176
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:40:27,241 INFO  [tetris] Final score: 176
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 20:40:28,425 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:40:28,745 INFO  [tetris] Final score: 164
diff --git a/qlearning-results/a0.5-g0.5-e0.25-qlearning b/qlearning-results/a0.5-g0.5-e0.25-qlearning
new file mode 100644
index 0000000..0219635
--- /dev/null
+++ b/qlearning-results/a0.5-g0.5-e0.25-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 01:16:53,056 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.5, exploration_rate = 0.25
+222.49660000000034
+219.73660000000217
+218.96715000000236
+218.05695000000065
+217.58195000000208
+217.3148500000012
+217.7000500000011
+217.22635000000182
+217.14505000000122
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 01:25:04,308 INFO  [tetris] Final score: 199
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:25:04,948 INFO  [tetris] Final score: 199
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:25:05,460 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:25:06,084 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 01:25:06,436 INFO  [tetris] Final score: 208
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 01:25:07,476 INFO  [tetris] Final score: 234
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:25:08,212 INFO  [tetris] Final score: 205
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 01:25:09,748 INFO  [tetris] Final score: 252
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 01:25:11,428 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:25:12,372 INFO  [tetris] Final score: 216
diff --git a/qlearning-results/a0.5-g0.5-e0.5-approximateqlearning b/qlearning-results/a0.5-g0.5-e0.5-approximateqlearning
new file mode 100644
index 0000000..0cf8f6c
--- /dev/null
+++ b/qlearning-results/a0.5-g0.5-e0.5-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:40:28,756 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.5, exploration_rate = 0.5
+193.7969999999999
+192.72800000000007
+193.6359999999998
+193.49500000000052
+194.94100000000026
+193.34750000000048
+194.48699999999997
+194.4004999999999
+193.89799999999997
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:40:54,867 INFO  [tetris] Final score: 169
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:40:55,315 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:40:55,603 INFO  [tetris] Final score: 181
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:40:55,956 INFO  [tetris] Final score: 170
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:40:56,275 INFO  [tetris] Final score: 139
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:40:56,595 INFO  [tetris] Final score: 173
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:40:56,947 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:40:57,251 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 20:40:57,603 INFO  [tetris] Final score: 142
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:40:58,131 INFO  [tetris] Final score: 218
diff --git a/qlearning-results/a0.5-g0.5-e0.5-qlearning b/qlearning-results/a0.5-g0.5-e0.5-qlearning
new file mode 100644
index 0000000..6cffd36
--- /dev/null
+++ b/qlearning-results/a0.5-g0.5-e0.5-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 01:25:25,702 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.5, exploration_rate = 0.5
+222.92050000000148
+220.33499999999992
+219.15265000000207
+219.5142500000014
+218.45280000000096
+218.5314500000014
+218.28495000000092
+217.89600000000118
+217.987750000001
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:33:21,155 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 01:33:22,356 INFO  [tetris] Final score: 226
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:33:24,019 INFO  [tetris] Final score: 217
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:33:24,964 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:33:26,228 INFO  [tetris] Final score: 242
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:33:27,459 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:33:29,043 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:33:30,244 INFO  [tetris] Final score: 252
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 01:33:31,028 INFO  [tetris] Final score: 241
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:33:32,580 INFO  [tetris] Final score: 248
diff --git a/qlearning-results/a0.5-g0.5-e0.75-approximateqlearning b/qlearning-results/a0.5-g0.5-e0.75-approximateqlearning
new file mode 100644
index 0000000..4cf6ca8
--- /dev/null
+++ b/qlearning-results/a0.5-g0.5-e0.75-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:40:58,145 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.5, exploration_rate = 0.75
+197.96099999999993
+198.97100000000023
+200.02950000000013
+199.54850000000042
+199.69600000000028
+197.88949999999997
+198.17749999999975
+198.86950000000041
+199.13550000000035
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:41:29,779 INFO  [tetris] Final score: 159
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 20:41:30,291 INFO  [tetris] Final score: 163
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:41:31,235 INFO  [tetris] Final score: 189
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:41:31,827 INFO  [tetris] Final score: 219
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 20:41:32,227 INFO  [tetris] Final score: 166
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:41:33,251 INFO  [tetris] Final score: 167
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 20:41:33,955 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:41:34,435 INFO  [tetris] Final score: 184
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:41:35,187 INFO  [tetris] Final score: 219
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:41:35,907 INFO  [tetris] Final score: 231
diff --git a/qlearning-results/a0.5-g0.5-e0.75-qlearning b/qlearning-results/a0.5-g0.5-e0.75-qlearning
new file mode 100644
index 0000000..ff8cd48
--- /dev/null
+++ b/qlearning-results/a0.5-g0.5-e0.75-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 01:33:47,681 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.5, exploration_rate = 0.75
+223.2484499999999
+221.97360000000006
+221.1147500000011
+220.56820000000087
+219.88284999999982
+220.1310000000007
+219.69925000000114
+219.76260000000016
+219.58485000000098
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:41:09,567 INFO  [tetris] Final score: 189
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 01:41:11,343 INFO  [tetris] Final score: 269
+Lost due to: LockOut
+2020-04-21 01:41:13,087 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:41:14,479 INFO  [tetris] Final score: 286
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:41:15,999 INFO  [tetris] Final score: 231
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:41:17,359 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:41:18,143 INFO  [tetris] Final score: 209
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:41:19,295 INFO  [tetris] Final score: 244
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:41:20,879 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:41:21,983 INFO  [tetris] Final score: 247
diff --git a/qlearning-results/a0.5-g0.5-e0.9-approximateqlearning b/qlearning-results/a0.5-g0.5-e0.9-approximateqlearning
new file mode 100644
index 0000000..e759f59
--- /dev/null
+++ b/qlearning-results/a0.5-g0.5-e0.9-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:41:35,921 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.5, exploration_rate = 0.9
+208.1320000000003
+208.23949999999988
+208.45799999999983
+208.3780000000001
+208.99550000000002
+209.09000000000043
+208.07650000000012
+208.97400000000025
+207.9755000000001
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 20:42:16,458 INFO  [tetris] Final score: 169
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:42:17,098 INFO  [tetris] Final score: 183
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:42:17,834 INFO  [tetris] Final score: 167
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:42:18,506 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:42:19,546 INFO  [tetris] Final score: 167
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:42:20,378 INFO  [tetris] Final score: 239
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:42:21,386 INFO  [tetris] Final score: 232
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 20:42:22,090 INFO  [tetris] Final score: 237
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:42:23,466 INFO  [tetris] Final score: 246
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:42:24,154 INFO  [tetris] Final score: 158
diff --git a/qlearning-results/a0.5-g0.5-e0.9-qlearning b/qlearning-results/a0.5-g0.5-e0.9-qlearning
new file mode 100644
index 0000000..f61efee
--- /dev/null
+++ b/qlearning-results/a0.5-g0.5-e0.9-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 01:41:38,391 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.5, exploration_rate = 0.9
+223.55335000000053
+222.89440000000275
+222.76655000000048
+221.91440000000173
+221.9375500000019
+221.7492500000019
+221.86305000000246
+221.64800000000145
+221.42140000000026
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:48:38,825 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:48:40,121 INFO  [tetris] Final score: 269
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:48:40,857 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:48:42,329 INFO  [tetris] Final score: 219
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:48:43,945 INFO  [tetris] Final score: 261
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 01:48:45,208 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 01:48:46,121 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:48:48,040 INFO  [tetris] Final score: 292
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:48:49,400 INFO  [tetris] Final score: 231
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:48:50,169 INFO  [tetris] Final score: 204
diff --git a/qlearning-results/a0.5-g0.9-e0.1-approximateqlearning b/qlearning-results/a0.5-g0.9-e0.1-approximateqlearning
new file mode 100644
index 0000000..783f323
--- /dev/null
+++ b/qlearning-results/a0.5-g0.9-e0.1-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:36:28,129 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.9, exploration_rate = 0.1
+202.97050000000047
+202.64200000000017
+203.3925000000003
+202.7515000000006
+203.1550000000002
+203.68400000000057
+202.99150000000046
+229.16699999999997
+202.97650000000021
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:36:52,081 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 20:36:52,306 INFO  [tetris] Final score: 208
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:36:52,482 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:36:52,658 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:36:52,850 INFO  [tetris] Final score: 196
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 20:36:53,170 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:36:53,362 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:36:53,602 INFO  [tetris] Final score: 185
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:36:53,811 INFO  [tetris] Final score: 190
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:36:54,017 INFO  [tetris] Final score: 201
diff --git a/qlearning-results/a0.5-g0.9-e0.1-qlearning b/qlearning-results/a0.5-g0.9-e0.1-qlearning
new file mode 100644
index 0000000..57fd656
--- /dev/null
+++ b/qlearning-results/a0.5-g0.9-e0.1-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 00:28:36,020 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.9, exploration_rate = 0.1
+214.4217500000025
+213.4693500000033
+212.35110000000185
+211.8555500000019
+211.06070000000088
+211.5214500000015
+210.9196000000009
+210.7748500000007
+210.66610000000165
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:36:21,382 INFO  [tetris] Final score: 189
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 00:36:21,990 INFO  [tetris] Final score: 185
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:36:23,286 INFO  [tetris] Final score: 280
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:36:23,942 INFO  [tetris] Final score: 175
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 00:36:24,581 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 00:36:25,318 INFO  [tetris] Final score: 182
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:36:26,149 INFO  [tetris] Final score: 203
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:36:27,094 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 00:36:28,038 INFO  [tetris] Final score: 188
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 00:36:28,741 INFO  [tetris] Final score: 209
diff --git a/qlearning-results/a0.5-g0.9-e0.25-approximateqlearning b/qlearning-results/a0.5-g0.9-e0.25-approximateqlearning
new file mode 100644
index 0000000..441c7ac
--- /dev/null
+++ b/qlearning-results/a0.5-g0.9-e0.25-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:36:54,029 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.9, exploration_rate = 0.25
+200.2145000000004
+200.25650000000027
+201.15650000000036
+200.76500000000038
+200.30800000000002
+203.1889999999998
+205.19950000000046
+204.66200000000038
+202.46200000000036
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:37:22,123 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:37:22,331 INFO  [tetris] Final score: 206
+Lost due to: LockOut
+2020-04-20 20:37:22,555 INFO  [tetris] Final score: 188
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:37:22,747 INFO  [tetris] Final score: 170
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:37:22,987 INFO  [tetris] Final score: 202
+Lost due to: LockOut
+2020-04-20 20:37:23,227 INFO  [tetris] Final score: 191
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 20:37:23,451 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:37:23,723 INFO  [tetris] Final score: 220
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:37:23,931 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 20:37:24,155 INFO  [tetris] Final score: 200
diff --git a/qlearning-results/a0.5-g0.9-e0.25-qlearning b/qlearning-results/a0.5-g0.9-e0.25-qlearning
new file mode 100644
index 0000000..8801cb5
--- /dev/null
+++ b/qlearning-results/a0.5-g0.9-e0.25-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 00:36:40,028 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.9, exploration_rate = 0.25
+219.52965000000134
+217.46480000000184
+217.05085000000153
+216.81235000000166
+216.0612000000017
+216.112400000001
+216.3895000000015
+216.86630000000244
+217.4367500000018
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:44:47,540 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:44:48,276 INFO  [tetris] Final score: 209
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:44:49,156 INFO  [tetris] Final score: 168
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 00:44:49,861 INFO  [tetris] Final score: 184
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:44:50,596 INFO  [tetris] Final score: 196
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 00:44:51,476 INFO  [tetris] Final score: 186
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 00:44:51,956 INFO  [tetris] Final score: 203
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 00:44:53,220 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:44:54,437 INFO  [tetris] Final score: 231
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 00:44:55,668 INFO  [tetris] Final score: 195
diff --git a/qlearning-results/a0.5-g0.9-e0.5-approximateqlearning b/qlearning-results/a0.5-g0.9-e0.5-approximateqlearning
new file mode 100644
index 0000000..dc4f6de
--- /dev/null
+++ b/qlearning-results/a0.5-g0.9-e0.5-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:37:24,167 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.9, exploration_rate = 0.5
+198.03900000000033
+198.39150000000035
+196.89949999999996
+193.20600000000013
+196.12100000000032
+195.79950000000042
+196.5690000000002
+193.33049999999972
+196.24600000000004
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:37:57,626 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:37:58,186 INFO  [tetris] Final score: 177
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:37:59,370 INFO  [tetris] Final score: 197
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:38:00,458 INFO  [tetris] Final score: 188
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:38:00,794 INFO  [tetris] Final score: 122
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:38:01,322 INFO  [tetris] Final score: 188
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:38:01,754 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:38:02,330 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:38:03,018 INFO  [tetris] Final score: 183
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:38:04,250 INFO  [tetris] Final score: 240
diff --git a/qlearning-results/a0.5-g0.9-e0.5-qlearning b/qlearning-results/a0.5-g0.9-e0.5-qlearning
new file mode 100644
index 0000000..bb7aec8
--- /dev/null
+++ b/qlearning-results/a0.5-g0.9-e0.5-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 00:45:08,355 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.9, exploration_rate = 0.5
+223.13450000000327
+221.98790000000136
+220.86610000000152
+221.07425000000228
+220.40510000000216
+219.85380000000075
+219.9902500000028
+219.56560000000047
+219.67725000000144
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 00:52:59,125 INFO  [tetris] Final score: 283
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:53:00,277 INFO  [tetris] Final score: 222
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:53:02,116 INFO  [tetris] Final score: 239
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:53:03,141 INFO  [tetris] Final score: 227
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:53:04,069 INFO  [tetris] Final score: 165
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:53:04,405 INFO  [tetris] Final score: 186
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 00:53:05,381 INFO  [tetris] Final score: 223
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 00:53:07,125 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:53:08,661 INFO  [tetris] Final score: 215
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 00:53:10,341 INFO  [tetris] Final score: 254
diff --git a/qlearning-results/a0.5-g0.9-e0.75-approximateqlearning b/qlearning-results/a0.5-g0.9-e0.75-approximateqlearning
new file mode 100644
index 0000000..758d8f3
--- /dev/null
+++ b/qlearning-results/a0.5-g0.9-e0.75-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:38:04,265 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.9, exploration_rate = 0.75
+200.59000000000043
+199.5249999999997
+199.93000000000018
+198.82799999999986
+198.56499999999997
+198.56899999999956
+198.13950000000006
+199.04650000000038
+199.0665000000002
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:38:35,806 INFO  [tetris] Final score: 190
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:38:36,110 INFO  [tetris] Final score: 128
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:38:36,878 INFO  [tetris] Final score: 199
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:38:37,518 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:38:38,206 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:38:38,910 INFO  [tetris] Final score: 117
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:38:40,414 INFO  [tetris] Final score: 201
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:38:42,110 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:38:42,638 INFO  [tetris] Final score: 160
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:38:43,759 INFO  [tetris] Final score: 134
diff --git a/qlearning-results/a0.5-g0.9-e0.75-qlearning b/qlearning-results/a0.5-g0.9-e0.75-qlearning
new file mode 100644
index 0000000..61cc5eb
--- /dev/null
+++ b/qlearning-results/a0.5-g0.9-e0.75-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 00:53:24,589 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.9, exploration_rate = 0.75
+224.54995000000062
+222.71715000000097
+222.9293000000019
+222.2246000000026
+222.39265000000157
+222.02625000000216
+222.27435
+221.88075000000086
+221.68995000000257
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:00:53,262 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 01:00:54,126 INFO  [tetris] Final score: 205
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:00:54,894 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:00:55,854 INFO  [tetris] Final score: 168
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:00:57,438 INFO  [tetris] Final score: 239
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 01:00:59,086 INFO  [tetris] Final score: 181
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 01:01:00,094 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 01:01:01,614 INFO  [tetris] Final score: 207
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:01:02,190 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:01:03,518 INFO  [tetris] Final score: 182
diff --git a/qlearning-results/a0.5-g0.9-e0.9-approximateqlearning b/qlearning-results/a0.5-g0.9-e0.9-approximateqlearning
new file mode 100644
index 0000000..44aef7f
--- /dev/null
+++ b/qlearning-results/a0.5-g0.9-e0.9-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:38:43,772 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.9, exploration_rate = 0.9
+210.3485000000002
+207.0494999999995
+208.65500000000037
+208.2455
+208.08599999999996
+207.6900000000003
+208.2600000000004
+207.8269999999999
+208.09000000000012
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:39:21,191 INFO  [tetris] Final score: 233
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:39:22,247 INFO  [tetris] Final score: 275
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:39:23,255 INFO  [tetris] Final score: 188
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:39:24,327 INFO  [tetris] Final score: 251
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:39:24,983 INFO  [tetris] Final score: 219
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:39:26,103 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:39:26,599 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:39:27,975 INFO  [tetris] Final score: 252
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:39:28,615 INFO  [tetris] Final score: 182
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:39:29,543 INFO  [tetris] Final score: 201
diff --git a/qlearning-results/a0.5-g0.9-e0.9-qlearning b/qlearning-results/a0.5-g0.9-e0.9-qlearning
new file mode 100644
index 0000000..8d8368d
--- /dev/null
+++ b/qlearning-results/a0.5-g0.9-e0.9-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 01:01:19,704 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 0.9, exploration_rate = 0.9
+224.0625500000003
+223.82470000000038
+223.50610000000273
+223.70925000000082
+223.13070000000013
+223.37880000000027
+223.02480000000185
+223.8222000000021
+222.90475000000066
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:08:27,931 INFO  [tetris] Final score: 257
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:08:29,132 INFO  [tetris] Final score: 182
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:08:30,620 INFO  [tetris] Final score: 241
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 01:08:31,435 INFO  [tetris] Final score: 189
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 01:08:32,220 INFO  [tetris] Final score: 231
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 01:08:32,940 INFO  [tetris] Final score: 167
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 01:08:34,684 INFO  [tetris] Final score: 265
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:08:35,660 INFO  [tetris] Final score: 172
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 01:08:37,052 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 01:08:38,620 INFO  [tetris] Final score: 208
diff --git a/qlearning-results/a0.5-g1.0-e0.1-approximateqlearning b/qlearning-results/a0.5-g1.0-e0.1-approximateqlearning
new file mode 100644
index 0000000..0b7a527
--- /dev/null
+++ b/qlearning-results/a0.5-g1.0-e0.1-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 19:56:40,713 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 1, exploration_rate = 0.1
+314.89899999999966
+379.1089999999996
+374.69950000000034
+374.3954999999996
+372.0515000000002
+374.66099999999955
+372.2300000000005
+375.03550000000064
+373.0990000000006
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:18:46,365 INFO  [tetris] Final score: 366
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:19:16,541 INFO  [tetris] Final score: 423
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:19:59,453 INFO  [tetris] Final score: 553
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:20:17,773 INFO  [tetris] Final score: 309
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:20:43,677 INFO  [tetris] Final score: 362
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:21:15,101 INFO  [tetris] Final score: 353
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:21:44,413 INFO  [tetris] Final score: 413
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:22:10,925 INFO  [tetris] Final score: 449
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:22:29,901 INFO  [tetris] Final score: 339
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:22:56,925 INFO  [tetris] Final score: 372
diff --git a/qlearning-results/a0.5-g1.0-e0.1-qlearning b/qlearning-results/a0.5-g1.0-e0.1-qlearning
new file mode 100644
index 0000000..c19f6c8
--- /dev/null
+++ b/qlearning-results/a0.5-g1.0-e0.1-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 23:35:57,164 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 1, exploration_rate = 0.1
+217.07010000000116
+215.48750000000126
+213.89315000000127
+213.9104000000016
+213.30205000000078
+213.07895000000104
+213.82985000000173
+214.11780000000059
+214.23375000000158
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:49:41,844 INFO  [tetris] Final score: 265
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:49:44,852 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 23:49:46,660 INFO  [tetris] Final score: 249
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 23:49:47,764 INFO  [tetris] Final score: 185
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:49:49,012 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 23:49:49,892 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:49:50,836 INFO  [tetris] Final score: 156
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 23:49:52,692 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 23:49:53,764 INFO  [tetris] Final score: 178
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 23:49:55,908 INFO  [tetris] Final score: 245
diff --git a/qlearning-results/a0.5-g1.0-e0.25-approximateqlearning b/qlearning-results/a0.5-g1.0-e0.25-approximateqlearning
new file mode 100644
index 0000000..c0d39f4
--- /dev/null
+++ b/qlearning-results/a0.5-g1.0-e0.25-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:22:56,937 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 1, exploration_rate = 0.25
+265.472
+301.7995000000003
+300.2394999999993
+297.31350000000015
+296.8614999999998
+298.42900000000003
+298.0585000000003
+298.2465
+297.685
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:29:27,245 INFO  [tetris] Final score: 377
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:29:36,141 INFO  [tetris] Final score: 256
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:29:47,436 INFO  [tetris] Final score: 327
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:29:51,980 INFO  [tetris] Final score: 241
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:30:01,820 INFO  [tetris] Final score: 312
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:30:10,029 INFO  [tetris] Final score: 376
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:30:19,100 INFO  [tetris] Final score: 326
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:30:24,572 INFO  [tetris] Final score: 258
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 20:30:31,052 INFO  [tetris] Final score: 290
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:30:37,228 INFO  [tetris] Final score: 285
diff --git a/qlearning-results/a0.5-g1.0-e0.25-qlearning b/qlearning-results/a0.5-g1.0-e0.25-qlearning
new file mode 100644
index 0000000..9a480c1
--- /dev/null
+++ b/qlearning-results/a0.5-g1.0-e0.25-qlearning
@@ -0,0 +1,30 @@
+2020-04-20 23:50:10,585 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 1, exploration_rate = 0.25
+220.29590000000104
+218.86105000000103
+218.401800000002
+217.84359999999987
+217.01880000000187
+216.45335000000077
+216.29710000000202
+217.15850000000142
+216.41589999999925
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:01:39,136 INFO  [tetris] Final score: 159
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 00:01:40,416 INFO  [tetris] Final score: 237
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:01:43,104 INFO  [tetris] Final score: 355
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:01:44,608 INFO  [tetris] Final score: 137
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:01:46,464 INFO  [tetris] Final score: 169
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:01:48,399 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 00:01:50,416 INFO  [tetris] Final score: 228
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:01:52,288 INFO  [tetris] Final score: 231
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:01:54,096 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:01:55,104 INFO  [tetris] Final score: 154
diff --git a/qlearning-results/a0.5-g1.0-e0.5-approximateqlearning b/qlearning-results/a0.5-g1.0-e0.5-approximateqlearning
new file mode 100644
index 0000000..97543a6
--- /dev/null
+++ b/qlearning-results/a0.5-g1.0-e0.5-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:30:37,235 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 1, exploration_rate = 0.5
+241.37399999999965
+257.31149999999957
+257.2300000000001
+257.35450000000003
+256.73199999999986
+255.0735
+256.7804999999999
+256.34699999999964
+256.6519999999999
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:33:06,085 INFO  [tetris] Final score: 341
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:33:07,556 INFO  [tetris] Final score: 253
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:33:08,980 INFO  [tetris] Final score: 175
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:33:12,164 INFO  [tetris] Final score: 243
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:33:13,732 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:33:17,364 INFO  [tetris] Final score: 236
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:33:20,340 INFO  [tetris] Final score: 252
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:33:23,124 INFO  [tetris] Final score: 173
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:33:25,748 INFO  [tetris] Final score: 189
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:33:29,860 INFO  [tetris] Final score: 303
diff --git a/qlearning-results/a0.5-g1.0-e0.5-qlearning b/qlearning-results/a0.5-g1.0-e0.5-qlearning
new file mode 100644
index 0000000..9158afd
--- /dev/null
+++ b/qlearning-results/a0.5-g1.0-e0.5-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 00:02:10,694 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 1, exploration_rate = 0.5
+222.3642500000013
+219.94975000000082
+219.3147500000007
+219.1652000000013
+218.8023500000009
+218.44645000000153
+218.14265000000276
+219.10639999999998
+218.61155000000076
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:11:43,071 INFO  [tetris] Final score: 229
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 00:11:43,903 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:11:44,639 INFO  [tetris] Final score: 172
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:11:46,655 INFO  [tetris] Final score: 260
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:11:47,824 INFO  [tetris] Final score: 184
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 00:11:48,559 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 00:11:49,679 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:11:50,399 INFO  [tetris] Final score: 178
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:11:51,999 INFO  [tetris] Final score: 251
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:11:53,728 INFO  [tetris] Final score: 234
diff --git a/qlearning-results/a0.5-g1.0-e0.75-approximateqlearning b/qlearning-results/a0.5-g1.0-e0.75-approximateqlearning
new file mode 100644
index 0000000..a09bdec
--- /dev/null
+++ b/qlearning-results/a0.5-g1.0-e0.75-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:33:29,865 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 1, exploration_rate = 0.75
+232.42399999999986
+237.16400000000016
+235.45699999999982
+237.99450000000027
+236.0200000000004
+235.28949999999986
+237.74450000000007
+236.42199999999983
+238.13749999999965
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 20:34:53,785 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 20:34:56,057 INFO  [tetris] Final score: 244
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:34:58,265 INFO  [tetris] Final score: 184
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:35:00,824 INFO  [tetris] Final score: 336
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:35:02,937 INFO  [tetris] Final score: 222
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:35:05,465 INFO  [tetris] Final score: 297
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:35:07,208 INFO  [tetris] Final score: 207
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 20:35:08,297 INFO  [tetris] Final score: 172
+Lost due to: LockOut
+2020-04-20 20:35:10,873 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:35:12,489 INFO  [tetris] Final score: 270
diff --git a/qlearning-results/a0.5-g1.0-e0.75-qlearning b/qlearning-results/a0.5-g1.0-e0.75-qlearning
new file mode 100644
index 0000000..4f69ce0
--- /dev/null
+++ b/qlearning-results/a0.5-g1.0-e0.75-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 00:12:10,114 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 1, exploration_rate = 0.75
+222.72695000000047
+221.92535000000115
+221.42015000000058
+221.31975000000068
+221.83170000000075
+221.0318000000008
+220.87970000000115
+221.33515000000043
+220.92910000000137
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:20:16,781 INFO  [tetris] Final score: 292
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:20:18,157 INFO  [tetris] Final score: 240
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 00:20:19,149 INFO  [tetris] Final score: 182
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:20:20,957 INFO  [tetris] Final score: 226
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 00:20:22,126 INFO  [tetris] Final score: 262
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:20:22,973 INFO  [tetris] Final score: 179
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:20:24,318 INFO  [tetris] Final score: 182
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:20:25,342 INFO  [tetris] Final score: 173
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 00:20:27,101 INFO  [tetris] Final score: 280
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:20:27,998 INFO  [tetris] Final score: 190
diff --git a/qlearning-results/a0.5-g1.0-e0.9-approximateqlearning b/qlearning-results/a0.5-g1.0-e0.9-approximateqlearning
new file mode 100644
index 0000000..58b6e4f
--- /dev/null
+++ b/qlearning-results/a0.5-g1.0-e0.9-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:35:12,493 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 1, exploration_rate = 0.9
+227.1795000000003
+227.45000000000027
+227.78050000000044
+227.90849999999978
+227.35900000000012
+226.63799999999975
+226.39900000000037
+228.26449999999986
+226.9465000000005
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:36:15,916 INFO  [tetris] Final score: 163
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:36:16,845 INFO  [tetris] Final score: 237
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:36:18,284 INFO  [tetris] Final score: 183
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:36:19,820 INFO  [tetris] Final score: 220
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 20:36:20,908 INFO  [tetris] Final score: 180
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 20:36:22,652 INFO  [tetris] Final score: 252
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:36:24,333 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 20:36:25,084 INFO  [tetris] Final score: 191
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 20:36:26,684 INFO  [tetris] Final score: 219
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 20:36:28,124 INFO  [tetris] Final score: 237
diff --git a/qlearning-results/a0.5-g1.0-e0.9-qlearning b/qlearning-results/a0.5-g1.0-e0.9-qlearning
new file mode 100644
index 0000000..89d6c39
--- /dev/null
+++ b/qlearning-results/a0.5-g1.0-e0.9-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 00:20:45,202 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.5, discount_rate = 1, exploration_rate = 0.9
+223.9953500000022
+222.9694500000008
+223.12235000000067
+222.78095000000044
+223.28720000000112
+223.08990000000207
+222.52310000000165
+222.5425500000013
+222.57469999999955
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:28:05,607 INFO  [tetris] Final score: 208
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:28:06,796 INFO  [tetris] Final score: 184
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:28:08,428 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:28:10,011 INFO  [tetris] Final score: 248
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:28:11,772 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:28:13,068 INFO  [tetris] Final score: 207
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:28:14,108 INFO  [tetris] Final score: 176
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:28:15,691 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:28:17,244 INFO  [tetris] Final score: 205
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 00:28:18,412 INFO  [tetris] Final score: 205
diff --git a/qlearning-results/a0.7-g0.1-e0.1-approximateqlearning b/qlearning-results/a0.7-g0.1-e0.1-approximateqlearning
new file mode 100644
index 0000000..4d43600
--- /dev/null
+++ b/qlearning-results/a0.7-g0.1-e0.1-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:31:56,907 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.1, exploration_rate = 0.1
+205.06799999999987
+203.4910000000006
+203.63700000000023
+204.9025000000004
+205.20100000000005
+203.47650000000007
+203.90649999999988
+204.76350000000016
+203.32050000000007
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 21:32:27,963 INFO  [tetris] Final score: 153
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:32:28,316 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:32:28,556 INFO  [tetris] Final score: 174
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:32:28,844 INFO  [tetris] Final score: 164
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:32:29,100 INFO  [tetris] Final score: 171
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:32:29,500 INFO  [tetris] Final score: 242
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:32:29,851 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:32:30,043 INFO  [tetris] Final score: 176
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:32:30,267 INFO  [tetris] Final score: 153
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:32:30,508 INFO  [tetris] Final score: 195
diff --git a/qlearning-results/a0.7-g0.1-e0.1-qlearning b/qlearning-results/a0.7-g0.1-e0.1-qlearning
new file mode 100644
index 0000000..ab3d4d4
--- /dev/null
+++ b/qlearning-results/a0.7-g0.1-e0.1-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 04:45:27,198 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.1, exploration_rate = 0.1
+220.9134500000001
+218.46825000000183
+216.96985000000112
+216.49105000000256
+216.20370000000025
+215.66090000000148
+216.01450000000276
+215.32430000000122
+215.499950000001
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:53:07,450 INFO  [tetris] Final score: 237
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:53:08,489 INFO  [tetris] Final score: 255
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 04:53:09,145 INFO  [tetris] Final score: 188
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:53:10,713 INFO  [tetris] Final score: 265
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:53:11,194 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:53:12,122 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:53:12,489 INFO  [tetris] Final score: 215
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:53:13,386 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:53:14,090 INFO  [tetris] Final score: 196
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 04:53:14,650 INFO  [tetris] Final score: 200
diff --git a/qlearning-results/a0.7-g0.1-e0.25-approximateqlearning b/qlearning-results/a0.7-g0.1-e0.25-approximateqlearning
new file mode 100644
index 0000000..6c913bf
--- /dev/null
+++ b/qlearning-results/a0.7-g0.1-e0.25-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:32:30,522 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.1, exploration_rate = 0.25
+197.7265
+196.07349999999977
+195.49700000000016
+197.3180000000003
+196.854
+197.9659999999997
+196.6815000000002
+197.66900000000015
+196.31300000000013
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:32:56,999 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:32:57,175 INFO  [tetris] Final score: 168
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:32:57,543 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:32:57,783 INFO  [tetris] Final score: 184
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:32:58,007 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:32:58,375 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:32:58,759 INFO  [tetris] Final score: 172
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:32:59,191 INFO  [tetris] Final score: 209
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:32:59,495 INFO  [tetris] Final score: 139
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:32:59,735 INFO  [tetris] Final score: 202
diff --git a/qlearning-results/a0.7-g0.1-e0.25-qlearning b/qlearning-results/a0.7-g0.1-e0.25-qlearning
new file mode 100644
index 0000000..87ba602
--- /dev/null
+++ b/qlearning-results/a0.7-g0.1-e0.25-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 04:53:26,134 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.1, exploration_rate = 0.25
+221.59775000000022
+219.6475500000023
+218.40525000000093
+217.8659000000026
+217.86260000000172
+217.56835000000152
+216.838600000002
+216.65040000000275
+216.9875500000018
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:01:42,328 INFO  [tetris] Final score: 235
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:01:44,536 INFO  [tetris] Final score: 279
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 05:01:45,352 INFO  [tetris] Final score: 207
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:01:46,456 INFO  [tetris] Final score: 236
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 05:01:47,192 INFO  [tetris] Final score: 185
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:01:47,928 INFO  [tetris] Final score: 223
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 05:01:49,208 INFO  [tetris] Final score: 208
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:01:50,120 INFO  [tetris] Final score: 209
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:01:51,320 INFO  [tetris] Final score: 199
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 05:01:53,144 INFO  [tetris] Final score: 265
diff --git a/qlearning-results/a0.7-g0.1-e0.5-approximateqlearning b/qlearning-results/a0.7-g0.1-e0.5-approximateqlearning
new file mode 100644
index 0000000..47ea943
--- /dev/null
+++ b/qlearning-results/a0.7-g0.1-e0.5-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:32:59,746 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.1, exploration_rate = 0.5
+193.10700000000023
+192.20799999999977
+192.60200000000037
+193.61800000000002
+193.59550000000024
+193.2725000000001
+194.71150000000011
+193.1584999999996
+193.34999999999997
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:33:27,856 INFO  [tetris] Final score: 226
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:33:28,224 INFO  [tetris] Final score: 181
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:33:28,785 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:33:29,744 INFO  [tetris] Final score: 243
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:33:30,081 INFO  [tetris] Final score: 179
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:33:30,816 INFO  [tetris] Final score: 151
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:33:31,232 INFO  [tetris] Final score: 157
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:33:31,584 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:33:32,000 INFO  [tetris] Final score: 187
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:33:32,992 INFO  [tetris] Final score: 214
diff --git a/qlearning-results/a0.7-g0.1-e0.5-qlearning b/qlearning-results/a0.7-g0.1-e0.5-qlearning
new file mode 100644
index 0000000..32bced8
--- /dev/null
+++ b/qlearning-results/a0.7-g0.1-e0.5-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 05:02:06,528 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.1, exploration_rate = 0.5
+222.32865000000132
+220.41344999999964
+219.4295000000009
+219.03665000000092
+218.2892000000019
+218.8974500000003
+218.19365000000175
+218.02370000000064
+217.78890000000004
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:10:03,098 INFO  [tetris] Final score: 189
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:10:04,058 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:10:05,226 INFO  [tetris] Final score: 226
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:10:07,002 INFO  [tetris] Final score: 219
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:10:08,025 INFO  [tetris] Final score: 259
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 05:10:09,129 INFO  [tetris] Final score: 161
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:10:10,170 INFO  [tetris] Final score: 237
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:10:11,321 INFO  [tetris] Final score: 206
+Lost due to: LockOut
+2020-04-21 05:10:12,090 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 05:10:12,905 INFO  [tetris] Final score: 173
diff --git a/qlearning-results/a0.7-g0.1-e0.75-approximateqlearning b/qlearning-results/a0.7-g0.1-e0.75-approximateqlearning
new file mode 100644
index 0000000..5dbabd1
--- /dev/null
+++ b/qlearning-results/a0.7-g0.1-e0.75-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:33:33,005 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.1, exploration_rate = 0.75
+198.2490000000002
+199.33100000000022
+198.01250000000007
+199.5534999999999
+199.09949999999992
+199.26700000000008
+199.94449999999983
+199.19699999999986
+198.18700000000027
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:34:06,201 INFO  [tetris] Final score: 129
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:34:07,081 INFO  [tetris] Final score: 175
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:34:07,800 INFO  [tetris] Final score: 222
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:34:08,232 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:34:08,617 INFO  [tetris] Final score: 168
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:34:09,129 INFO  [tetris] Final score: 186
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:34:09,641 INFO  [tetris] Final score: 197
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:34:10,217 INFO  [tetris] Final score: 190
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:34:10,985 INFO  [tetris] Final score: 222
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:34:11,305 INFO  [tetris] Final score: 189
diff --git a/qlearning-results/a0.7-g0.1-e0.75-qlearning b/qlearning-results/a0.7-g0.1-e0.75-qlearning
new file mode 100644
index 0000000..5b1ead6
--- /dev/null
+++ b/qlearning-results/a0.7-g0.1-e0.75-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 05:10:28,038 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.1, exploration_rate = 0.75
+222.84460000000047
+221.21740000000136
+220.92145000000144
+220.32520000000156
+220.87345000000195
+219.41920000000152
+220.1004000000004
+219.86515000000256
+219.05949999999996
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 05:17:50,430 INFO  [tetris] Final score: 233
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 05:17:51,726 INFO  [tetris] Final score: 217
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:17:52,382 INFO  [tetris] Final score: 176
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:17:54,894 INFO  [tetris] Final score: 271
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 05:17:57,565 INFO  [tetris] Final score: 290
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:17:59,342 INFO  [tetris] Final score: 243
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:18:00,670 INFO  [tetris] Final score: 240
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:18:01,470 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 05:18:02,766 INFO  [tetris] Final score: 171
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 05:18:03,534 INFO  [tetris] Final score: 191
diff --git a/qlearning-results/a0.7-g0.1-e0.9-approximateqlearning b/qlearning-results/a0.7-g0.1-e0.9-approximateqlearning
new file mode 100644
index 0000000..dab050a
--- /dev/null
+++ b/qlearning-results/a0.7-g0.1-e0.9-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:34:11,321 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.1, exploration_rate = 0.9
+208.7134999999998
+209.66350000000003
+208.55499999999992
+208.98049999999984
+209.2109999999997
+210.35750000000024
+208.9709999999997
+210.14850000000013
+209.65449999999998
+Lost due to: LockOut
+2020-04-20 21:34:53,086 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:34:54,175 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:34:55,295 INFO  [tetris] Final score: 224
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:34:56,110 INFO  [tetris] Final score: 173
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:34:57,598 INFO  [tetris] Final score: 289
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:34:58,879 INFO  [tetris] Final score: 253
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:34:59,310 INFO  [tetris] Final score: 182
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:35:00,270 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:35:01,215 INFO  [tetris] Final score: 247
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:35:02,959 INFO  [tetris] Final score: 280
diff --git a/qlearning-results/a0.7-g0.1-e0.9-qlearning b/qlearning-results/a0.7-g0.1-e0.9-qlearning
new file mode 100644
index 0000000..7e1a65c
--- /dev/null
+++ b/qlearning-results/a0.7-g0.1-e0.9-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 05:18:20,073 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.1, exploration_rate = 0.9
+223.62495000000055
+222.95280000000224
+222.44615000000033
+222.4190999999997
+222.1059500000012
+222.01755000000145
+221.85240000000096
+221.5929000000017
+221.48355000000163
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:25:20,161 INFO  [tetris] Final score: 265
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 05:25:21,312 INFO  [tetris] Final score: 242
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:25:22,865 INFO  [tetris] Final score: 250
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 05:25:24,609 INFO  [tetris] Final score: 240
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:25:26,401 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 05:25:27,985 INFO  [tetris] Final score: 229
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:25:28,769 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:25:29,617 INFO  [tetris] Final score: 221
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 05:25:31,105 INFO  [tetris] Final score: 213
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:25:31,969 INFO  [tetris] Final score: 240
diff --git a/qlearning-results/a0.7-g0.5-e0.1-approximateqlearning b/qlearning-results/a0.7-g0.5-e0.1-approximateqlearning
new file mode 100644
index 0000000..d4ef582
--- /dev/null
+++ b/qlearning-results/a0.7-g0.5-e0.1-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:29:01,106 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.5, exploration_rate = 0.1
+203.66950000000043
+203.75650000000047
+203.91750000000053
+204.8320000000005
+204.38150000000022
+204.16349999999997
+204.26450000000017
+205.90300000000045
+204.63100000000037
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 21:29:28,137 INFO  [tetris] Final score: 196
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 21:29:28,377 INFO  [tetris] Final score: 196
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:29:28,601 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:29:28,777 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:29:29,017 INFO  [tetris] Final score: 200
+Lost due to: LockOut
+2020-04-20 21:29:29,225 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:29:29,465 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:29:29,641 INFO  [tetris] Final score: 172
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:29:29,848 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:29:30,041 INFO  [tetris] Final score: 194
diff --git a/qlearning-results/a0.7-g0.5-e0.1-qlearning b/qlearning-results/a0.7-g0.5-e0.1-qlearning
new file mode 100644
index 0000000..880869f
--- /dev/null
+++ b/qlearning-results/a0.7-g0.5-e0.1-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 04:05:16,119 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.5, exploration_rate = 0.1
+221.2680000000025
+218.37540000000104
+217.10060000000163
+216.2829500000021
+215.81070000000227
+215.82075000000367
+215.77970000000266
+215.58015000000194
+215.40985000000137
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:12:53,680 INFO  [tetris] Final score: 209
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 04:12:54,528 INFO  [tetris] Final score: 201
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:12:55,760 INFO  [tetris] Final score: 228
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 04:12:56,448 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 04:12:56,896 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 6, y: 19 })
+2020-04-21 04:12:57,792 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 04:12:58,640 INFO  [tetris] Final score: 215
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:12:59,120 INFO  [tetris] Final score: 199
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 04:12:59,856 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 04:13:00,336 INFO  [tetris] Final score: 227
diff --git a/qlearning-results/a0.7-g0.5-e0.25-approximateqlearning b/qlearning-results/a0.7-g0.5-e0.25-approximateqlearning
new file mode 100644
index 0000000..076e60c
--- /dev/null
+++ b/qlearning-results/a0.7-g0.5-e0.25-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:29:30,056 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.5, exploration_rate = 0.25
+198.48499999999999
+197.94750000000002
+197.9815000000003
+197.8610000000002
+198.40700000000004
+198.67700000000053
+198.43300000000016
+197.6905
+197.90250000000006
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:29:54,727 INFO  [tetris] Final score: 178
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:29:55,382 INFO  [tetris] Final score: 219
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:29:55,607 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:29:55,830 INFO  [tetris] Final score: 182
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:29:56,006 INFO  [tetris] Final score: 196
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:29:56,231 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:29:56,486 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:29:56,806 INFO  [tetris] Final score: 231
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:29:56,998 INFO  [tetris] Final score: 184
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:29:57,222 INFO  [tetris] Final score: 181
diff --git a/qlearning-results/a0.7-g0.5-e0.25-qlearning b/qlearning-results/a0.7-g0.5-e0.25-qlearning
new file mode 100644
index 0000000..10a7508
--- /dev/null
+++ b/qlearning-results/a0.7-g0.5-e0.25-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 04:13:11,811 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.5, exploration_rate = 0.25
+221.77135000000226
+219.93090000000265
+218.68195000000202
+218.32155000000182
+217.83570000000154
+217.31070000000253
+217.6305000000007
+217.02715000000006
+216.85685000000282
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 04:21:24,555 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:21:25,467 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:21:25,852 INFO  [tetris] Final score: 195
+Lost due to: LockOut
+2020-04-21 04:21:26,667 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:21:28,284 INFO  [tetris] Final score: 247
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 04:21:30,300 INFO  [tetris] Final score: 237
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:21:30,908 INFO  [tetris] Final score: 207
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:21:31,947 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:21:33,420 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:21:34,139 INFO  [tetris] Final score: 212
diff --git a/qlearning-results/a0.7-g0.5-e0.5-approximateqlearning b/qlearning-results/a0.7-g0.5-e0.5-approximateqlearning
new file mode 100644
index 0000000..4c499c7
--- /dev/null
+++ b/qlearning-results/a0.7-g0.5-e0.5-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:29:57,236 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.5, exploration_rate = 0.5
+194.04349999999994
+193.6319999999999
+194.0960000000002
+193.00299999999976
+193.12700000000044
+193.7154999999996
+192.96799999999976
+193.61299999999963
+193.4725000000004
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:30:23,417 INFO  [tetris] Final score: 215
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 21:30:23,865 INFO  [tetris] Final score: 137
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:30:24,121 INFO  [tetris] Final score: 152
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:30:24,857 INFO  [tetris] Final score: 265
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:30:25,145 INFO  [tetris] Final score: 169
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:30:25,577 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:30:25,817 INFO  [tetris] Final score: 169
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:30:26,377 INFO  [tetris] Final score: 252
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:30:27,065 INFO  [tetris] Final score: 185
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:30:27,417 INFO  [tetris] Final score: 190
diff --git a/qlearning-results/a0.7-g0.5-e0.5-qlearning b/qlearning-results/a0.7-g0.5-e0.5-qlearning
new file mode 100644
index 0000000..9f993a8
--- /dev/null
+++ b/qlearning-results/a0.7-g0.5-e0.5-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 04:21:47,620 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.5, exploration_rate = 0.5
+221.78365000000016
+220.36190000000127
+219.6699999999998
+218.93470000000156
+218.8314000000004
+218.64460000000062
+218.135150000001
+218.07535000000257
+217.76015000000226
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:29:43,560 INFO  [tetris] Final score: 221
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:29:45,224 INFO  [tetris] Final score: 245
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 04:29:46,376 INFO  [tetris] Final score: 215
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:29:47,495 INFO  [tetris] Final score: 201
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:29:48,376 INFO  [tetris] Final score: 209
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:29:49,847 INFO  [tetris] Final score: 231
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:29:51,688 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:29:52,664 INFO  [tetris] Final score: 185
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 04:29:53,704 INFO  [tetris] Final score: 178
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 04:29:54,839 INFO  [tetris] Final score: 193
diff --git a/qlearning-results/a0.7-g0.5-e0.75-approximateqlearning b/qlearning-results/a0.7-g0.5-e0.75-approximateqlearning
new file mode 100644
index 0000000..bf81d81
--- /dev/null
+++ b/qlearning-results/a0.7-g0.5-e0.75-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:30:27,427 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.5, exploration_rate = 0.75
+197.35000000000025
+197.59800000000004
+199.0745000000005
+198.75000000000014
+198.53600000000026
+198.09599999999978
+199.12850000000057
+200.65399999999983
+199.04100000000022
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:30:59,969 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:31:00,609 INFO  [tetris] Final score: 189
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:31:01,281 INFO  [tetris] Final score: 205
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:31:02,033 INFO  [tetris] Final score: 172
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:31:02,689 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:31:03,569 INFO  [tetris] Final score: 179
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:31:04,001 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 21:31:04,289 INFO  [tetris] Final score: 136
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 21:31:04,657 INFO  [tetris] Final score: 179
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:31:05,057 INFO  [tetris] Final score: 208
diff --git a/qlearning-results/a0.7-g0.5-e0.75-qlearning b/qlearning-results/a0.7-g0.5-e0.75-qlearning
new file mode 100644
index 0000000..d0e90c1
--- /dev/null
+++ b/qlearning-results/a0.7-g0.5-e0.75-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 04:30:09,869 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.5, exploration_rate = 0.75
+222.62120000000016
+221.6745000000016
+220.5436500000018
+220.48410000000118
+220.41135000000045
+220.0337500000004
+220.05105000000037
+219.8228000000005
+219.5190500000022
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 04:37:31,870 INFO  [tetris] Final score: 238
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 04:37:33,166 INFO  [tetris] Final score: 274
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:37:35,022 INFO  [tetris] Final score: 234
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:37:35,998 INFO  [tetris] Final score: 179
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 04:37:37,534 INFO  [tetris] Final score: 212
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 04:37:38,829 INFO  [tetris] Final score: 243
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:37:39,645 INFO  [tetris] Final score: 154
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:37:40,205 INFO  [tetris] Final score: 188
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:37:40,990 INFO  [tetris] Final score: 160
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 04:37:42,030 INFO  [tetris] Final score: 182
diff --git a/qlearning-results/a0.7-g0.5-e0.9-approximateqlearning b/qlearning-results/a0.7-g0.5-e0.9-approximateqlearning
new file mode 100644
index 0000000..f26ea4d
--- /dev/null
+++ b/qlearning-results/a0.7-g0.5-e0.9-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:31:05,073 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.5, exploration_rate = 0.9
+209.0025000000003
+208.94150000000002
+207.52350000000015
+208.3560000000002
+208.35900000000015
+209.61550000000045
+208.1925000000006
+207.99900000000036
+207.7845
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:31:46,015 INFO  [tetris] Final score: 239
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:31:47,054 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:31:47,822 INFO  [tetris] Final score: 159
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:31:49,214 INFO  [tetris] Final score: 252
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:31:50,158 INFO  [tetris] Final score: 219
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:31:51,295 INFO  [tetris] Final score: 246
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:31:53,471 INFO  [tetris] Final score: 294
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:31:54,703 INFO  [tetris] Final score: 306
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:31:55,790 INFO  [tetris] Final score: 236
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:31:56,895 INFO  [tetris] Final score: 195
diff --git a/qlearning-results/a0.7-g0.5-e0.9-qlearning b/qlearning-results/a0.7-g0.5-e0.9-qlearning
new file mode 100644
index 0000000..40fa1ac
--- /dev/null
+++ b/qlearning-results/a0.7-g0.5-e0.9-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 04:37:58,380 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.5, exploration_rate = 0.9
+223.66915000000006
+222.5219500000002
+222.25485000000012
+221.88305000000136
+221.82749999999987
+222.20430000000144
+221.796850000001
+221.66300000000106
+221.49145000000166
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:44:58,347 INFO  [tetris] Final score: 256
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 04:45:00,043 INFO  [tetris] Final score: 189
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:45:01,451 INFO  [tetris] Final score: 175
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:45:02,651 INFO  [tetris] Final score: 276
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 04:45:04,108 INFO  [tetris] Final score: 203
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:45:05,355 INFO  [tetris] Final score: 190
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:45:06,539 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:45:08,011 INFO  [tetris] Final score: 248
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 04:45:09,259 INFO  [tetris] Final score: 175
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 04:45:09,995 INFO  [tetris] Final score: 192
diff --git a/qlearning-results/a0.7-g0.9-e0.1-approximateqlearning b/qlearning-results/a0.7-g0.9-e0.1-approximateqlearning
new file mode 100644
index 0000000..ac837ca
--- /dev/null
+++ b/qlearning-results/a0.7-g0.9-e0.1-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:25:29,561 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.9, exploration_rate = 0.1
+203.17500000000055
+203.03650000000044
+202.6135000000002
+203.43050000000056
+202.74100000000027
+229.90399999999988
+215.91400000000124
+203.10550000000046
+203.25400000000053
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:26:06,225 INFO  [tetris] Final score: 190
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:26:06,417 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:26:06,610 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:26:06,818 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:26:07,041 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 21:26:07,313 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:26:07,490 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:26:07,681 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:26:07,873 INFO  [tetris] Final score: 228
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:26:08,049 INFO  [tetris] Final score: 210
diff --git a/qlearning-results/a0.7-g0.9-e0.1-qlearning b/qlearning-results/a0.7-g0.9-e0.1-qlearning
new file mode 100644
index 0000000..c5c61a4
--- /dev/null
+++ b/qlearning-results/a0.7-g0.9-e0.1-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 03:25:00,944 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.9, exploration_rate = 0.1
+215.13885000000053
+211.81050000000175
+210.32375000000297
+209.97575000000114
+209.49600000000055
+209.04845000000097
+208.89100000000022
+208.95150000000052
+209.1011000000007
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 03:32:35,860 INFO  [tetris] Final score: 182
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 03:32:37,332 INFO  [tetris] Final score: 191
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 03:32:38,468 INFO  [tetris] Final score: 203
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:32:39,492 INFO  [tetris] Final score: 182
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:32:40,260 INFO  [tetris] Final score: 245
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:32:40,996 INFO  [tetris] Final score: 215
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 03:32:41,444 INFO  [tetris] Final score: 168
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:32:42,276 INFO  [tetris] Final score: 224
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 03:32:43,124 INFO  [tetris] Final score: 244
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 03:32:44,228 INFO  [tetris] Final score: 259
diff --git a/qlearning-results/a0.7-g0.9-e0.25-approximateqlearning b/qlearning-results/a0.7-g0.9-e0.25-approximateqlearning
new file mode 100644
index 0000000..5c081b4
--- /dev/null
+++ b/qlearning-results/a0.7-g0.9-e0.25-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:26:08,065 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.9, exploration_rate = 0.25
+199.73100000000008
+200.95750000000007
+200.71950000000038
+200.4030000000002
+204.4489999999996
+202.65200000000038
+200.87399999999997
+199.7300000000001
+205.55450000000008
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:26:43,259 INFO  [tetris] Final score: 213
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:26:44,267 INFO  [tetris] Final score: 235
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:26:45,963 INFO  [tetris] Final score: 256
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:26:46,827 INFO  [tetris] Final score: 165
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:26:48,506 INFO  [tetris] Final score: 241
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:26:49,146 INFO  [tetris] Final score: 207
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:26:49,706 INFO  [tetris] Final score: 139
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:26:50,202 INFO  [tetris] Final score: 161
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:26:52,458 INFO  [tetris] Final score: 249
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:26:54,395 INFO  [tetris] Final score: 308
diff --git a/qlearning-results/a0.7-g0.9-e0.25-qlearning b/qlearning-results/a0.7-g0.9-e0.25-qlearning
new file mode 100644
index 0000000..0bd9358
--- /dev/null
+++ b/qlearning-results/a0.7-g0.9-e0.25-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 03:32:55,152 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.9, exploration_rate = 0.25
+222.45555000000095
+220.46840000000304
+219.28965000000224
+218.4454500000004
+218.04345000000154
+218.02265000000176
+217.59115000000156
+217.36425000000284
+217.25680000000168
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:40:59,401 INFO  [tetris] Final score: 213
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:41:00,489 INFO  [tetris] Final score: 258
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 03:41:01,289 INFO  [tetris] Final score: 208
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 03:41:01,577 INFO  [tetris] Final score: 183
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:41:02,057 INFO  [tetris] Final score: 212
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:41:03,081 INFO  [tetris] Final score: 269
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:41:03,897 INFO  [tetris] Final score: 221
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:41:05,081 INFO  [tetris] Final score: 196
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:41:06,553 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:41:07,113 INFO  [tetris] Final score: 198
diff --git a/qlearning-results/a0.7-g0.9-e0.5-approximateqlearning b/qlearning-results/a0.7-g0.9-e0.5-approximateqlearning
new file mode 100644
index 0000000..9b19fff
--- /dev/null
+++ b/qlearning-results/a0.7-g0.9-e0.5-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:26:54,409 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.9, exploration_rate = 0.5
+198.1325000000001
+198.59149999999997
+194.69349999999994
+195.7760000000001
+196.59150000000034
+195.17499999999973
+194.40199999999982
+195.71100000000047
+198.3695000000004
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:27:26,306 INFO  [tetris] Final score: 257
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:27:27,507 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:27:28,002 INFO  [tetris] Final score: 186
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 21:27:29,042 INFO  [tetris] Final score: 241
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:27:29,730 INFO  [tetris] Final score: 164
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:27:30,947 INFO  [tetris] Final score: 226
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:27:32,402 INFO  [tetris] Final score: 246
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:27:33,251 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:27:34,338 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:27:35,634 INFO  [tetris] Final score: 228
diff --git a/qlearning-results/a0.7-g0.9-e0.5-qlearning b/qlearning-results/a0.7-g0.9-e0.5-qlearning
new file mode 100644
index 0000000..6a01ba2
--- /dev/null
+++ b/qlearning-results/a0.7-g0.9-e0.5-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 03:41:19,797 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.9, exploration_rate = 0.5
+223.51380000000077
+222.1278000000015
+221.6259000000018
+220.6082500000004
+220.54835000000202
+220.51770000000144
+220.31765000000223
+220.23355000000177
+219.9084500000021
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 03:49:11,930 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:49:13,243 INFO  [tetris] Final score: 255
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 03:49:13,754 INFO  [tetris] Final score: 217
+Lost due to: LockOut
+2020-04-21 03:49:14,779 INFO  [tetris] Final score: 235
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 03:49:17,387 INFO  [tetris] Final score: 302
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:49:18,315 INFO  [tetris] Final score: 170
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:49:19,483 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 03:49:20,427 INFO  [tetris] Final score: 233
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:49:21,643 INFO  [tetris] Final score: 248
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:49:23,514 INFO  [tetris] Final score: 342
diff --git a/qlearning-results/a0.7-g0.9-e0.75-approximateqlearning b/qlearning-results/a0.7-g0.9-e0.75-approximateqlearning
new file mode 100644
index 0000000..d08616c
--- /dev/null
+++ b/qlearning-results/a0.7-g0.9-e0.75-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:27:35,647 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.9, exploration_rate = 0.75
+200.55050000000023
+199.57249999999993
+200.44399999999987
+199.94550000000052
+199.73450000000054
+199.9685000000002
+198.38999999999993
+197.7865000000001
+199.29950000000014
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:28:08,407 INFO  [tetris] Final score: 239
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:28:09,319 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:28:09,831 INFO  [tetris] Final score: 207
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:28:10,823 INFO  [tetris] Final score: 190
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:28:11,415 INFO  [tetris] Final score: 182
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:28:12,423 INFO  [tetris] Final score: 201
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:28:12,983 INFO  [tetris] Final score: 178
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:28:14,231 INFO  [tetris] Final score: 281
+Lost due to: LockOut
+2020-04-20 21:28:14,919 INFO  [tetris] Final score: 164
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:28:15,607 INFO  [tetris] Final score: 220
diff --git a/qlearning-results/a0.7-g0.9-e0.75-qlearning b/qlearning-results/a0.7-g0.9-e0.75-qlearning
new file mode 100644
index 0000000..91f6304
--- /dev/null
+++ b/qlearning-results/a0.7-g0.9-e0.75-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 03:49:37,711 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.9, exploration_rate = 0.75
+224.23100000000096
+223.19695000000027
+222.8860500000018
+222.29845000000086
+222.98580000000118
+222.6816999999997
+222.5675000000006
+222.46140000000213
+222.3639000000002
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 03:57:09,901 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 03:57:11,134 INFO  [tetris] Final score: 196
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 03:57:13,581 INFO  [tetris] Final score: 235
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:57:15,150 INFO  [tetris] Final score: 180
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:57:15,934 INFO  [tetris] Final score: 186
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 03:57:16,670 INFO  [tetris] Final score: 212
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:57:17,518 INFO  [tetris] Final score: 203
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:57:19,214 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:57:20,333 INFO  [tetris] Final score: 178
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:57:21,966 INFO  [tetris] Final score: 297
diff --git a/qlearning-results/a0.7-g0.9-e0.9-approximateqlearning b/qlearning-results/a0.7-g0.9-e0.9-approximateqlearning
new file mode 100644
index 0000000..f5d4308
--- /dev/null
+++ b/qlearning-results/a0.7-g0.9-e0.9-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:28:15,621 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.9, exploration_rate = 0.9
+208.77800000000016
+208.0775000000002
+208.76200000000014
+207.2684999999999
+207.94550000000044
+207.4880000000006
+207.568
+208.248
+207.29050000000007
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:28:53,193 INFO  [tetris] Final score: 219
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:28:53,944 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:28:54,441 INFO  [tetris] Final score: 176
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:28:55,369 INFO  [tetris] Final score: 262
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:28:56,953 INFO  [tetris] Final score: 257
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:28:57,785 INFO  [tetris] Final score: 217
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:28:58,809 INFO  [tetris] Final score: 176
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:28:59,656 INFO  [tetris] Final score: 231
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:29:00,521 INFO  [tetris] Final score: 159
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:29:01,096 INFO  [tetris] Final score: 176
diff --git a/qlearning-results/a0.7-g0.9-e0.9-qlearning b/qlearning-results/a0.7-g0.9-e0.9-qlearning
new file mode 100644
index 0000000..e116a47
--- /dev/null
+++ b/qlearning-results/a0.7-g0.9-e0.9-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 03:57:38,040 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 0.9, exploration_rate = 0.9
+223.2869000000006
+223.9131500000013
+224.14165000000034
+223.62774999999982
+223.37350000000228
+223.36860000000013
+223.41860000000142
+222.8307000000011
+223.13380000000205
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 04:04:48,619 INFO  [tetris] Final score: 273
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:04:49,771 INFO  [tetris] Final score: 277
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:04:51,292 INFO  [tetris] Final score: 284
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:04:52,475 INFO  [tetris] Final score: 167
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:04:53,307 INFO  [tetris] Final score: 180
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:04:54,155 INFO  [tetris] Final score: 209
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:04:55,484 INFO  [tetris] Final score: 181
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:04:57,211 INFO  [tetris] Final score: 251
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:04:57,739 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 04:04:58,891 INFO  [tetris] Final score: 205
diff --git a/qlearning-results/a0.7-g1.0-e0.1-approximateqlearning b/qlearning-results/a0.7-g1.0-e0.1-approximateqlearning
new file mode 100644
index 0000000..86abdd4
--- /dev/null
+++ b/qlearning-results/a0.7-g1.0-e0.1-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 20:45:37,511 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 1, exploration_rate = 0.1
+335.5434999999998
+373.49600000000015
+371.8569999999996
+372.2030000000001
+370.8865000000002
+372.12649999999996
+373.30850000000004
+373.637
+371.95349999999905
+Lost due to: LockOut
+2020-04-20 21:07:59,961 INFO  [tetris] Final score: 291
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:08:21,706 INFO  [tetris] Final score: 346
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:08:40,282 INFO  [tetris] Final score: 361
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:09:17,754 INFO  [tetris] Final score: 408
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:09:42,217 INFO  [tetris] Final score: 335
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:10:00,697 INFO  [tetris] Final score: 306
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:10:30,041 INFO  [tetris] Final score: 367
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:11:12,265 INFO  [tetris] Final score: 491
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:11:33,082 INFO  [tetris] Final score: 359
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:11:58,473 INFO  [tetris] Final score: 314
diff --git a/qlearning-results/a0.7-g1.0-e0.1-qlearning b/qlearning-results/a0.7-g1.0-e0.1-qlearning
new file mode 100644
index 0000000..7157b34
--- /dev/null
+++ b/qlearning-results/a0.7-g1.0-e0.1-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 02:29:23,512 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 1, exploration_rate = 0.1
+218.13240000000118
+215.3771500000018
+215.7146000000007
+216.35280000000142
+215.86075000000187
+217.47790000000032
+215.4513000000002
+215.5094500000005
+215.9326499999996
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:44:48,480 INFO  [tetris] Final score: 263
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:44:51,344 INFO  [tetris] Final score: 242
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:44:56,448 INFO  [tetris] Final score: 387
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 02:44:58,032 INFO  [tetris] Final score: 229
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:44:59,936 INFO  [tetris] Final score: 337
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:45:02,688 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 02:45:04,705 INFO  [tetris] Final score: 213
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 02:45:07,056 INFO  [tetris] Final score: 290
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:45:09,777 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 02:45:11,201 INFO  [tetris] Final score: 178
diff --git a/qlearning-results/a0.7-g1.0-e0.25-approximateqlearning b/qlearning-results/a0.7-g1.0-e0.25-approximateqlearning
new file mode 100644
index 0000000..b7c61d1
--- /dev/null
+++ b/qlearning-results/a0.7-g1.0-e0.25-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:11:58,489 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 1, exploration_rate = 0.25
+274.52300000000014
+298.8889999999992
+298.89950000000033
+297.5165000000004
+295.3755
+296.84199999999936
+296.1189999999999
+299.6350000000002
+297.683
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:18:20,940 INFO  [tetris] Final score: 276
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:18:31,212 INFO  [tetris] Final score: 348
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:18:40,108 INFO  [tetris] Final score: 314
+Lost due to: LockOut
+2020-04-20 21:18:46,444 INFO  [tetris] Final score: 305
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:18:57,964 INFO  [tetris] Final score: 382
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:19:06,524 INFO  [tetris] Final score: 281
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:19:11,356 INFO  [tetris] Final score: 309
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:19:17,707 INFO  [tetris] Final score: 321
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:19:23,452 INFO  [tetris] Final score: 257
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:19:35,068 INFO  [tetris] Final score: 338
diff --git a/qlearning-results/a0.7-g1.0-e0.25-qlearning b/qlearning-results/a0.7-g1.0-e0.25-qlearning
new file mode 100644
index 0000000..51ac102
--- /dev/null
+++ b/qlearning-results/a0.7-g1.0-e0.25-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 02:45:26,480 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 1, exploration_rate = 0.25
+219.72690000000298
+218.82865000000038
+219.32520000000136
+219.66200000000066
+219.37170000000083
+218.15705000000122
+218.2327500000009
+219.18330000000105
+217.24985000000268
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 02:57:34,042 INFO  [tetris] Final score: 175
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 02:57:36,201 INFO  [tetris] Final score: 297
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:57:37,322 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:57:38,362 INFO  [tetris] Final score: 205
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:57:40,233 INFO  [tetris] Final score: 227
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:57:42,618 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 02:57:43,834 INFO  [tetris] Final score: 179
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:57:45,242 INFO  [tetris] Final score: 248
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 02:57:46,650 INFO  [tetris] Final score: 146
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 02:57:48,410 INFO  [tetris] Final score: 231
diff --git a/qlearning-results/a0.7-g1.0-e0.5-approximateqlearning b/qlearning-results/a0.7-g1.0-e0.5-approximateqlearning
new file mode 100644
index 0000000..2c835ac
--- /dev/null
+++ b/qlearning-results/a0.7-g1.0-e0.5-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:19:35,081 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 1, exploration_rate = 0.5
+247.90150000000008
+257.94699999999995
+258.18599999999975
+258.4640000000003
+256.9974999999999
+256.7455
+257.53100000000006
+257.3304999999997
+257.3244999999996
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 21:22:03,559 INFO  [tetris] Final score: 240
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:22:08,008 INFO  [tetris] Final score: 244
+Lost due to: LockOut
+2020-04-20 21:22:09,656 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:22:13,607 INFO  [tetris] Final score: 276
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:22:16,183 INFO  [tetris] Final score: 221
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:22:17,880 INFO  [tetris] Final score: 230
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:22:20,407 INFO  [tetris] Final score: 299
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:22:24,375 INFO  [tetris] Final score: 209
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:22:29,303 INFO  [tetris] Final score: 234
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:22:32,775 INFO  [tetris] Final score: 237
diff --git a/qlearning-results/a0.7-g1.0-e0.5-qlearning b/qlearning-results/a0.7-g1.0-e0.5-qlearning
new file mode 100644
index 0000000..185507f
--- /dev/null
+++ b/qlearning-results/a0.7-g1.0-e0.5-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 02:58:04,445 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 1, exploration_rate = 0.5
+221.81855000000067
+221.78095000000235
+220.20000000000195
+220.13229999999908
+220.20355000000052
+222.93500000000165
+219.11325000000022
+219.53685000000127
+218.94330000000096
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 03:07:51,774 INFO  [tetris] Final score: 201
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:07:53,614 INFO  [tetris] Final score: 259
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:07:55,374 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:07:57,278 INFO  [tetris] Final score: 240
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:07:58,814 INFO  [tetris] Final score: 251
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:08:01,326 INFO  [tetris] Final score: 208
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 03:08:02,750 INFO  [tetris] Final score: 282
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 03:08:04,158 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:08:05,854 INFO  [tetris] Final score: 213
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:08:07,054 INFO  [tetris] Final score: 257
diff --git a/qlearning-results/a0.7-g1.0-e0.75-approximateqlearning b/qlearning-results/a0.7-g1.0-e0.75-approximateqlearning
new file mode 100644
index 0000000..8bc6929
--- /dev/null
+++ b/qlearning-results/a0.7-g1.0-e0.75-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:22:32,784 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 1, exploration_rate = 0.75
+234.73200000000008
+235.39850000000052
+237.45550000000017
+236.32299999999995
+234.66250000000005
+236.61350000000024
+237.03899999999976
+237.18350000000044
+235.64149999999987
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:23:55,839 INFO  [tetris] Final score: 230
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:23:57,504 INFO  [tetris] Final score: 243
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 21:23:59,280 INFO  [tetris] Final score: 255
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:24:01,055 INFO  [tetris] Final score: 233
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:24:03,039 INFO  [tetris] Final score: 248
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:24:04,495 INFO  [tetris] Final score: 176
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:24:06,447 INFO  [tetris] Final score: 269
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:24:07,615 INFO  [tetris] Final score: 156
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:24:10,431 INFO  [tetris] Final score: 311
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:24:11,967 INFO  [tetris] Final score: 198
diff --git a/qlearning-results/a0.7-g1.0-e0.75-qlearning b/qlearning-results/a0.7-g1.0-e0.75-qlearning
new file mode 100644
index 0000000..0b4734d
--- /dev/null
+++ b/qlearning-results/a0.7-g1.0-e0.75-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 03:08:23,678 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 1, exploration_rate = 0.75
+223.0385500000023
+222.11090000000146
+221.80540000000062
+221.5786500000007
+221.59845000000067
+221.54075000000057
+221.12695000000113
+221.47705000000155
+221.25295000000023
+Lost due to: LockOut
+2020-04-21 03:16:35,363 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:16:37,348 INFO  [tetris] Final score: 248
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:16:39,155 INFO  [tetris] Final score: 257
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:16:42,483 INFO  [tetris] Final score: 310
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:16:43,075 INFO  [tetris] Final score: 143
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:16:45,043 INFO  [tetris] Final score: 243
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:16:46,131 INFO  [tetris] Final score: 220
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 03:16:47,939 INFO  [tetris] Final score: 254
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:16:49,827 INFO  [tetris] Final score: 286
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:16:51,635 INFO  [tetris] Final score: 253
diff --git a/qlearning-results/a0.7-g1.0-e0.9-approximateqlearning b/qlearning-results/a0.7-g1.0-e0.9-approximateqlearning
new file mode 100644
index 0000000..d57245b
--- /dev/null
+++ b/qlearning-results/a0.7-g1.0-e0.9-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:24:11,981 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 1, exploration_rate = 0.9
+227.1814999999998
+227.54699999999985
+227.98299999999986
+228.55650000000023
+227.5055000000001
+227.2115000000003
+226.91000000000008
+229.05350000000018
+228.59800000000052
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:25:16,620 INFO  [tetris] Final score: 239
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:25:17,452 INFO  [tetris] Final score: 186
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:25:19,388 INFO  [tetris] Final score: 245
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:25:20,940 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:25:22,220 INFO  [tetris] Final score: 189
+Lost due to: LockOut
+2020-04-20 21:25:23,996 INFO  [tetris] Final score: 242
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:25:25,101 INFO  [tetris] Final score: 157
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 21:25:25,932 INFO  [tetris] Final score: 182
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:25:27,452 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 21:25:29,548 INFO  [tetris] Final score: 220
diff --git a/qlearning-results/a0.7-g1.0-e0.9-qlearning b/qlearning-results/a0.7-g1.0-e0.9-qlearning
new file mode 100644
index 0000000..85661d8
--- /dev/null
+++ b/qlearning-results/a0.7-g1.0-e0.9-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 03:17:08,898 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.7, discount_rate = 1, exploration_rate = 0.9
+223.7244000000009
+223.32210000000117
+223.4059000000003
+223.3708500000003
+223.1680000000011
+223.35150000000203
+223.01960000000196
+223.27850000000092
+223.0071500000017
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:24:30,404 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:24:31,636 INFO  [tetris] Final score: 161
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:24:33,380 INFO  [tetris] Final score: 228
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:24:34,500 INFO  [tetris] Final score: 162
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:24:36,372 INFO  [tetris] Final score: 249
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 03:24:37,924 INFO  [tetris] Final score: 222
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:24:39,044 INFO  [tetris] Final score: 219
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 03:24:40,148 INFO  [tetris] Final score: 176
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 03:24:41,219 INFO  [tetris] Final score: 183
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 03:24:43,411 INFO  [tetris] Final score: 205
diff --git a/qlearning-results/a0.9-g0.1-e0.1-approximateqlearning b/qlearning-results/a0.9-g0.1-e0.1-approximateqlearning
new file mode 100644
index 0000000..e7c4005
--- /dev/null
+++ b/qlearning-results/a0.9-g0.1-e0.1-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:21:38,649 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.1, exploration_rate = 0.1
+204.72000000000017
+204.9555000000002
+204.73150000000055
+204.15749999999997
+203.75300000000044
+203.68850000000003
+204.8665
+205.62800000000075
+204.5355000000006
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 22:22:11,912 INFO  [tetris] Final score: 168
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:22:12,296 INFO  [tetris] Final score: 219
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:22:12,472 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:22:12,680 INFO  [tetris] Final score: 174
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:22:12,920 INFO  [tetris] Final score: 160
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:22:13,176 INFO  [tetris] Final score: 207
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:22:13,337 INFO  [tetris] Final score: 160
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:22:14,088 INFO  [tetris] Final score: 213
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:22:14,360 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:22:14,553 INFO  [tetris] Final score: 184
diff --git a/qlearning-results/a0.9-g0.1-e0.1-qlearning b/qlearning-results/a0.9-g0.1-e0.1-qlearning
new file mode 100644
index 0000000..d59d1e4
--- /dev/null
+++ b/qlearning-results/a0.9-g0.1-e0.1-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 07:44:28,713 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.1, exploration_rate = 0.1
+220.79705000000098
+217.88625000000195
+216.9815500000009
+216.4122000000027
+216.27310000000222
+216.22095000000283
+215.41645000000128
+215.9998000000015
+215.62740000000082
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:52:07,247 INFO  [tetris] Final score: 217
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:52:07,982 INFO  [tetris] Final score: 240
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:52:08,703 INFO  [tetris] Final score: 173
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:52:09,471 INFO  [tetris] Final score: 207
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 07:52:10,223 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:52:11,039 INFO  [tetris] Final score: 240
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 07:52:11,583 INFO  [tetris] Final score: 203
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:52:12,638 INFO  [tetris] Final score: 251
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 07:52:13,262 INFO  [tetris] Final score: 220
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:52:13,727 INFO  [tetris] Final score: 198
diff --git a/qlearning-results/a0.9-g0.1-e0.25-approximateqlearning b/qlearning-results/a0.9-g0.1-e0.25-approximateqlearning
new file mode 100644
index 0000000..00e88ca
--- /dev/null
+++ b/qlearning-results/a0.9-g0.1-e0.25-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:22:14,565 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.1, exploration_rate = 0.25
+198.19049999999933
+195.8015000000002
+195.93800000000024
+196.81100000000052
+196.83000000000018
+196.78100000000015
+197.0014999999999
+196.39300000000034
+196.53350000000043
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:22:42,136 INFO  [tetris] Final score: 164
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:22:42,456 INFO  [tetris] Final score: 215
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 22:22:42,712 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:22:43,000 INFO  [tetris] Final score: 186
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:22:43,256 INFO  [tetris] Final score: 175
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:22:43,656 INFO  [tetris] Final score: 177
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:22:43,864 INFO  [tetris] Final score: 173
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:22:44,169 INFO  [tetris] Final score: 167
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:22:44,584 INFO  [tetris] Final score: 209
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:22:44,840 INFO  [tetris] Final score: 146
diff --git a/qlearning-results/a0.9-g0.1-e0.25-qlearning b/qlearning-results/a0.9-g0.1-e0.25-qlearning
new file mode 100644
index 0000000..3df0b91
--- /dev/null
+++ b/qlearning-results/a0.9-g0.1-e0.25-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 07:52:25,240 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.1, exploration_rate = 0.25
+221.69755000000154
+219.747200000001
+218.60875000000107
+217.57425000000174
+218.1184000000003
+217.3527500000013
+216.99265000000088
+217.02095000000267
+216.84095000000266
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:00:38,274 INFO  [tetris] Final score: 175
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:00:39,074 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:00:40,306 INFO  [tetris] Final score: 253
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:00:40,818 INFO  [tetris] Final score: 147
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:00:41,890 INFO  [tetris] Final score: 278
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:00:42,530 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 08:00:44,018 INFO  [tetris] Final score: 222
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 08:00:44,658 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 08:00:46,370 INFO  [tetris] Final score: 196
+Lost due to: LockOut
+2020-04-21 08:00:46,770 INFO  [tetris] Final score: 182
diff --git a/qlearning-results/a0.9-g0.1-e0.5-approximateqlearning b/qlearning-results/a0.9-g0.1-e0.5-approximateqlearning
new file mode 100644
index 0000000..b9e13b4
--- /dev/null
+++ b/qlearning-results/a0.9-g0.1-e0.5-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:22:44,846 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.1, exploration_rate = 0.5
+194.55000000000032
+192.75949999999997
+193.3220000000002
+193.76050000000026
+193.4004999999997
+194.7199999999996
+193.88100000000017
+192.56600000000014
+193.9615
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:23:12,757 INFO  [tetris] Final score: 175
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:23:13,301 INFO  [tetris] Final score: 237
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:23:13,589 INFO  [tetris] Final score: 152
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:23:14,053 INFO  [tetris] Final score: 164
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:23:14,724 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:23:15,140 INFO  [tetris] Final score: 187
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:23:15,428 INFO  [tetris] Final score: 137
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:23:15,764 INFO  [tetris] Final score: 175
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:23:16,149 INFO  [tetris] Final score: 147
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:23:16,405 INFO  [tetris] Final score: 164
diff --git a/qlearning-results/a0.9-g0.1-e0.5-qlearning b/qlearning-results/a0.9-g0.1-e0.5-qlearning
new file mode 100644
index 0000000..b1991ac
--- /dev/null
+++ b/qlearning-results/a0.9-g0.1-e0.5-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 08:01:00,127 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.1, exploration_rate = 0.5
+222.4513500000001
+220.3924500000006
+219.65910000000176
+219.38385000000184
+218.56560000000067
+218.46385000000154
+218.31455000000076
+217.92555000000132
+217.9842500000028
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 08:08:57,454 INFO  [tetris] Final score: 259
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:08:58,830 INFO  [tetris] Final score: 188
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 08:09:00,238 INFO  [tetris] Final score: 257
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:09:01,742 INFO  [tetris] Final score: 220
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:09:02,718 INFO  [tetris] Final score: 207
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:09:03,566 INFO  [tetris] Final score: 166
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:09:04,942 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:09:06,430 INFO  [tetris] Final score: 163
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:09:07,022 INFO  [tetris] Final score: 176
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:09:08,286 INFO  [tetris] Final score: 250
diff --git a/qlearning-results/a0.9-g0.1-e0.75-approximateqlearning b/qlearning-results/a0.9-g0.1-e0.75-approximateqlearning
new file mode 100644
index 0000000..fc183aa
--- /dev/null
+++ b/qlearning-results/a0.9-g0.1-e0.75-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:23:16,415 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.1, exploration_rate = 0.75
+199.29450000000026
+199.06850000000006
+199.58450000000042
+199.93000000000043
+199.13649999999953
+199.01300000000015
+198.7224999999995
+199.10850000000022
+198.56250000000034
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:23:49,990 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:23:50,951 INFO  [tetris] Final score: 210
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:23:51,670 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:23:52,583 INFO  [tetris] Final score: 244
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:23:53,446 INFO  [tetris] Final score: 249
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:23:53,878 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 22:23:54,726 INFO  [tetris] Final score: 178
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:23:55,462 INFO  [tetris] Final score: 213
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:23:56,519 INFO  [tetris] Final score: 246
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:23:57,607 INFO  [tetris] Final score: 235
diff --git a/qlearning-results/a0.9-g0.1-e0.75-qlearning b/qlearning-results/a0.9-g0.1-e0.75-qlearning
new file mode 100644
index 0000000..bf2d936
--- /dev/null
+++ b/qlearning-results/a0.9-g0.1-e0.75-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 08:09:23,342 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.1, exploration_rate = 0.75
+222.67870000000124
+221.47485000000142
+220.88229999999945
+220.53305000000125
+220.33230000000083
+220.3560000000007
+219.8657500000003
+219.88295000000113
+219.44385000000062
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:16:45,716 INFO  [tetris] Final score: 174
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:16:47,684 INFO  [tetris] Final score: 298
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 08:16:48,835 INFO  [tetris] Final score: 188
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:16:49,972 INFO  [tetris] Final score: 186
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 08:16:51,204 INFO  [tetris] Final score: 202
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 08:16:51,812 INFO  [tetris] Final score: 178
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 08:16:52,852 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:16:53,972 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:16:55,396 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:16:56,452 INFO  [tetris] Final score: 207
diff --git a/qlearning-results/a0.9-g0.1-e0.9-approximateqlearning b/qlearning-results/a0.9-g0.1-e0.9-approximateqlearning
new file mode 100644
index 0000000..dfa4a58
--- /dev/null
+++ b/qlearning-results/a0.9-g0.1-e0.9-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:23:57,621 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.1, exploration_rate = 0.9
+207.0640000000004
+210.66100000000017
+208.24550000000045
+208.43600000000004
+208.50150000000025
+209.06300000000041
+209.48950000000042
+208.91000000000028
+209.3545000000003
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:24:39,721 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:24:41,017 INFO  [tetris] Final score: 278
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 22:24:42,696 INFO  [tetris] Final score: 252
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:24:43,913 INFO  [tetris] Final score: 235
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:24:44,633 INFO  [tetris] Final score: 154
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:24:45,865 INFO  [tetris] Final score: 226
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:24:46,681 INFO  [tetris] Final score: 146
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:24:47,497 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:24:48,824 INFO  [tetris] Final score: 258
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:24:49,624 INFO  [tetris] Final score: 199
diff --git a/qlearning-results/a0.9-g0.1-e0.9-qlearning b/qlearning-results/a0.9-g0.1-e0.9-qlearning
new file mode 100644
index 0000000..fa68735
--- /dev/null
+++ b/qlearning-results/a0.9-g0.1-e0.9-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 08:17:12,786 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.1, exploration_rate = 0.9
+223.35630000000114
+222.6021500000007
+222.02245000000002
+222.3257000000021
+222.35770000000105
+221.9555500000002
+222.12560000000096
+221.61450000000048
+221.706050000001
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:24:12,613 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:24:13,605 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:24:15,238 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:24:16,454 INFO  [tetris] Final score: 181
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:24:18,038 INFO  [tetris] Final score: 236
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:24:18,981 INFO  [tetris] Final score: 208
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:24:20,533 INFO  [tetris] Final score: 286
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 08:24:22,229 INFO  [tetris] Final score: 167
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:24:23,558 INFO  [tetris] Final score: 212
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 08:24:24,422 INFO  [tetris] Final score: 217
diff --git a/qlearning-results/a0.9-g0.5-e0.1-approximateqlearning b/qlearning-results/a0.9-g0.5-e0.1-approximateqlearning
new file mode 100644
index 0000000..b5a31c7
--- /dev/null
+++ b/qlearning-results/a0.9-g0.5-e0.1-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:18:16,715 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.5, exploration_rate = 0.1
+204.24050000000017
+203.9764999999998
+203.46550000000076
+204.50350000000043
+203.4560000000008
+203.43850000000006
+205.10550000000035
+204.1230000000002
+204.7925000000002
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:18:46,477 INFO  [tetris] Final score: 241
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:18:46,974 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:18:48,894 INFO  [tetris] Final score: 196
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:18:50,846 INFO  [tetris] Final score: 278
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 22:18:55,326 INFO  [tetris] Final score: 253
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:18:58,749 INFO  [tetris] Final score: 318
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:18:59,934 INFO  [tetris] Final score: 224
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:19:00,478 INFO  [tetris] Final score: 167
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:19:00,701 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:19:02,878 INFO  [tetris] Final score: 196
diff --git a/qlearning-results/a0.9-g0.5-e0.1-qlearning b/qlearning-results/a0.9-g0.5-e0.1-qlearning
new file mode 100644
index 0000000..ae660c6
--- /dev/null
+++ b/qlearning-results/a0.9-g0.5-e0.1-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 07:04:14,485 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.5, exploration_rate = 0.1
+220.1491000000026
+218.15004999999934
+217.1538500000025
+216.49000000000188
+216.699900000002
+216.08380000000165
+216.4129500000018
+215.53930000000219
+215.56590000000202
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:11:57,769 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 07:11:58,906 INFO  [tetris] Final score: 228
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 07:11:59,450 INFO  [tetris] Final score: 197
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:12:00,522 INFO  [tetris] Final score: 240
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:12:02,074 INFO  [tetris] Final score: 247
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 07:12:03,353 INFO  [tetris] Final score: 245
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:12:04,265 INFO  [tetris] Final score: 224
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:12:04,906 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 07:12:05,498 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 07:12:06,282 INFO  [tetris] Final score: 223
diff --git a/qlearning-results/a0.9-g0.5-e0.25-approximateqlearning b/qlearning-results/a0.9-g0.5-e0.25-approximateqlearning
new file mode 100644
index 0000000..4a0e6d2
--- /dev/null
+++ b/qlearning-results/a0.9-g0.5-e0.25-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:19:02,890 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.5, exploration_rate = 0.25
+197.99099999999996
+197.66300000000044
+197.51550000000015
+197.4325000000003
+197.43349999999995
+196.97400000000013
+197.6255000000005
+197.77600000000027
+196.93750000000003
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:19:28,469 INFO  [tetris] Final score: 207
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:19:28,757 INFO  [tetris] Final score: 172
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:19:29,286 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:19:29,750 INFO  [tetris] Final score: 168
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:19:31,685 INFO  [tetris] Final score: 291
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:19:32,134 INFO  [tetris] Final score: 177
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:19:32,517 INFO  [tetris] Final score: 185
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 22:19:32,869 INFO  [tetris] Final score: 145
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:19:34,134 INFO  [tetris] Final score: 203
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:19:34,485 INFO  [tetris] Final score: 213
diff --git a/qlearning-results/a0.9-g0.5-e0.25-qlearning b/qlearning-results/a0.9-g0.5-e0.25-qlearning
new file mode 100644
index 0000000..6492835
--- /dev/null
+++ b/qlearning-results/a0.9-g0.5-e0.25-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 07:12:17,795 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.5, exploration_rate = 0.25
+221.4958000000015
+219.4804000000017
+218.46895000000163
+218.31290000000104
+217.58035000000186
+217.51680000000124
+216.92265000000071
+216.742700000001
+216.57269999999994
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:20:28,839 INFO  [tetris] Final score: 185
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:20:29,816 INFO  [tetris] Final score: 201
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:20:30,199 INFO  [tetris] Final score: 220
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:20:31,400 INFO  [tetris] Final score: 244
+Lost due to: LockOut
+2020-04-21 07:20:32,247 INFO  [tetris] Final score: 237
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:20:33,191 INFO  [tetris] Final score: 229
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 07:20:33,687 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:20:34,375 INFO  [tetris] Final score: 221
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:20:35,735 INFO  [tetris] Final score: 247
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:20:36,631 INFO  [tetris] Final score: 228
diff --git a/qlearning-results/a0.9-g0.5-e0.5-approximateqlearning b/qlearning-results/a0.9-g0.5-e0.5-approximateqlearning
new file mode 100644
index 0000000..b615034
--- /dev/null
+++ b/qlearning-results/a0.9-g0.5-e0.5-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:19:34,500 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.5, exploration_rate = 0.5
+194.35150000000036
+193.85400000000044
+192.59300000000016
+192.44249999999963
+192.79150000000027
+194.87899999999942
+193.373
+193.26750000000007
+193.31949999999955
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:20:01,078 INFO  [tetris] Final score: 173
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:20:01,798 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 22:20:02,694 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 22:20:03,109 INFO  [tetris] Final score: 191
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:20:03,590 INFO  [tetris] Final score: 184
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:20:04,150 INFO  [tetris] Final score: 170
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:20:05,158 INFO  [tetris] Final score: 173
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:20:06,086 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:20:06,502 INFO  [tetris] Final score: 172
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:20:07,046 INFO  [tetris] Final score: 210
diff --git a/qlearning-results/a0.9-g0.5-e0.5-qlearning b/qlearning-results/a0.9-g0.5-e0.5-qlearning
new file mode 100644
index 0000000..d85a54b
--- /dev/null
+++ b/qlearning-results/a0.9-g0.5-e0.5-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 07:20:49,939 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.5, exploration_rate = 0.5
+222.80135000000013
+220.52675000000102
+219.24725000000086
+218.94735000000048
+218.56145000000072
+219.08565000000195
+218.17790000000142
+217.92955000000103
+218.26210000000088
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:28:45,671 INFO  [tetris] Final score: 196
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:28:46,023 INFO  [tetris] Final score: 139
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:28:47,223 INFO  [tetris] Final score: 223
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 07:28:47,959 INFO  [tetris] Final score: 205
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:28:49,255 INFO  [tetris] Final score: 264
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:28:50,039 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 07:28:51,479 INFO  [tetris] Final score: 178
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 07:28:52,071 INFO  [tetris] Final score: 209
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 07:28:52,871 INFO  [tetris] Final score: 197
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:28:54,871 INFO  [tetris] Final score: 250
diff --git a/qlearning-results/a0.9-g0.5-e0.75-approximateqlearning b/qlearning-results/a0.9-g0.5-e0.75-approximateqlearning
new file mode 100644
index 0000000..4c8c0b0
--- /dev/null
+++ b/qlearning-results/a0.9-g0.5-e0.75-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:20:07,059 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.5, exploration_rate = 0.75
+198.4479999999999
+199.46200000000002
+199.39050000000043
+199.45900000000015
+198.11249999999995
+198.2095000000001
+198.34499999999963
+198.5230000000004
+198.27000000000044
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:20:39,527 INFO  [tetris] Final score: 209
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:20:40,328 INFO  [tetris] Final score: 239
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:20:41,143 INFO  [tetris] Final score: 176
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:20:41,703 INFO  [tetris] Final score: 147
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:20:42,791 INFO  [tetris] Final score: 136
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:20:43,895 INFO  [tetris] Final score: 217
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:20:45,143 INFO  [tetris] Final score: 247
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:20:45,511 INFO  [tetris] Final score: 191
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:20:46,455 INFO  [tetris] Final score: 226
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:20:47,831 INFO  [tetris] Final score: 228
diff --git a/qlearning-results/a0.9-g0.5-e0.75-qlearning b/qlearning-results/a0.9-g0.5-e0.75-qlearning
new file mode 100644
index 0000000..0e9295a
--- /dev/null
+++ b/qlearning-results/a0.9-g0.5-e0.75-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 07:29:09,845 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.5, exploration_rate = 0.75
+222.3914500000019
+221.23785000000152
+221.2070000000005
+220.99320000000148
+220.4524500000023
+220.212800000001
+219.4436000000009
+219.82130000000024
+219.6764500000008
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:36:31,455 INFO  [tetris] Final score: 182
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 07:36:32,063 INFO  [tetris] Final score: 145
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:36:33,248 INFO  [tetris] Final score: 215
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:36:34,559 INFO  [tetris] Final score: 174
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 07:36:35,775 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:36:37,055 INFO  [tetris] Final score: 191
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:36:38,287 INFO  [tetris] Final score: 239
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 07:36:39,472 INFO  [tetris] Final score: 167
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:36:40,543 INFO  [tetris] Final score: 250
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 07:36:42,127 INFO  [tetris] Final score: 235
diff --git a/qlearning-results/a0.9-g0.5-e0.9-approximateqlearning b/qlearning-results/a0.9-g0.5-e0.9-approximateqlearning
new file mode 100644
index 0000000..e5236ad
--- /dev/null
+++ b/qlearning-results/a0.9-g0.5-e0.9-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:20:47,839 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.5, exploration_rate = 0.9
+208.04999999999995
+208.609
+207.78050000000042
+208.00000000000014
+210.13800000000018
+210.38000000000008
+208.56700000000032
+209.25849999999997
+208.56649999999988
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:21:28,270 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:21:29,646 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 22:21:30,510 INFO  [tetris] Final score: 213
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:21:31,598 INFO  [tetris] Final score: 222
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:21:32,478 INFO  [tetris] Final score: 170
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:21:33,342 INFO  [tetris] Final score: 212
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:21:35,166 INFO  [tetris] Final score: 261
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 22:21:36,654 INFO  [tetris] Final score: 226
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:21:37,870 INFO  [tetris] Final score: 228
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:21:38,639 INFO  [tetris] Final score: 201
diff --git a/qlearning-results/a0.9-g0.5-e0.9-qlearning b/qlearning-results/a0.9-g0.5-e0.9-qlearning
new file mode 100644
index 0000000..63859f0
--- /dev/null
+++ b/qlearning-results/a0.9-g0.5-e0.9-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 07:36:58,638 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.5, exploration_rate = 0.9
+223.6104500000002
+222.78740000000064
+221.90855
+222.23975000000084
+221.89455000000146
+222.18560000000093
+221.7105000000009
+221.57145000000057
+221.6627000000013
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:43:58,065 INFO  [tetris] Final score: 247
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:44:00,017 INFO  [tetris] Final score: 207
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:44:01,249 INFO  [tetris] Final score: 228
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 07:44:02,400 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:44:03,296 INFO  [tetris] Final score: 146
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:44:05,073 INFO  [tetris] Final score: 166
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:44:07,248 INFO  [tetris] Final score: 292
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 07:44:08,000 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:44:09,985 INFO  [tetris] Final score: 277
+Lost due to: LockOut
+2020-04-21 07:44:11,553 INFO  [tetris] Final score: 196
diff --git a/qlearning-results/a0.9-g0.9-e0.1-approximateqlearning b/qlearning-results/a0.9-g0.9-e0.1-approximateqlearning
new file mode 100644
index 0000000..3c56966
--- /dev/null
+++ b/qlearning-results/a0.9-g0.9-e0.1-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:14:45,133 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.9, exploration_rate = 0.1
+203.64300000000046
+203.43700000000038
+203.12250000000026
+203.01400000000035
+224.54000000000008
+223.46150000000014
+203.1155000000002
+202.57250000000056
+223.0430000000007
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:15:25,382 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:15:25,558 INFO  [tetris] Final score: 196
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:15:25,750 INFO  [tetris] Final score: 194
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:15:25,958 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:15:26,150 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:15:26,326 INFO  [tetris] Final score: 212
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:15:26,502 INFO  [tetris] Final score: 184
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:15:26,710 INFO  [tetris] Final score: 218
+Lost due to: LockOut
+2020-04-20 22:15:26,902 INFO  [tetris] Final score: 204
+Lost due to: LockOut
+2020-04-20 22:15:27,111 INFO  [tetris] Final score: 186
diff --git a/qlearning-results/a0.9-g0.9-e0.1-qlearning b/qlearning-results/a0.9-g0.9-e0.1-qlearning
new file mode 100644
index 0000000..23ee316
--- /dev/null
+++ b/qlearning-results/a0.9-g0.9-e0.1-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 06:23:37,096 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.9, exploration_rate = 0.1
+220.11135000000203
+217.2223000000016
+215.9231500000015
+215.70630000000173
+215.53240000000181
+215.14065000000238
+214.87240000000259
+214.9684999999994
+214.60090000000287
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 06:31:12,948 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:31:13,604 INFO  [tetris] Final score: 243
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:31:14,197 INFO  [tetris] Final score: 187
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:31:14,740 INFO  [tetris] Final score: 184
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 06:31:15,333 INFO  [tetris] Final score: 208
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:31:16,068 INFO  [tetris] Final score: 191
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:31:16,596 INFO  [tetris] Final score: 190
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 06:31:17,477 INFO  [tetris] Final score: 247
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 06:31:18,037 INFO  [tetris] Final score: 158
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:31:18,820 INFO  [tetris] Final score: 235
diff --git a/qlearning-results/a0.9-g0.9-e0.25-approximateqlearning b/qlearning-results/a0.9-g0.9-e0.25-approximateqlearning
new file mode 100644
index 0000000..caf5bfc
--- /dev/null
+++ b/qlearning-results/a0.9-g0.9-e0.25-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:15:27,128 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.9, exploration_rate = 0.25
+199.9570000000003
+200.65800000000064
+200.2209999999998
+204.64649999999997
+202.45350000000005
+199.93400000000045
+202.02249999999927
+203.52300000000037
+201.23650000000026
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-20 22:15:56,578 INFO  [tetris] Final score: 185
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:15:57,778 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:15:59,475 INFO  [tetris] Final score: 203
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:16:01,651 INFO  [tetris] Final score: 236
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:16:02,130 INFO  [tetris] Final score: 179
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:16:04,370 INFO  [tetris] Final score: 190
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:16:05,074 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:16:05,698 INFO  [tetris] Final score: 164
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:16:06,754 INFO  [tetris] Final score: 197
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:16:07,795 INFO  [tetris] Final score: 192
diff --git a/qlearning-results/a0.9-g0.9-e0.25-qlearning b/qlearning-results/a0.9-g0.9-e0.25-qlearning
new file mode 100644
index 0000000..52f9bc2
--- /dev/null
+++ b/qlearning-results/a0.9-g0.9-e0.25-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 06:31:29,931 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.9, exploration_rate = 0.25
+222.0286000000032
+220.3080500000027
+219.79000000000102
+219.1303000000014
+218.95010000000215
+218.40280000000223
+218.49035000000254
+218.78120000000075
+218.15075000000294
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:39:35,215 INFO  [tetris] Final score: 213
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 06:39:36,095 INFO  [tetris] Final score: 183
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:39:37,791 INFO  [tetris] Final score: 224
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:39:39,342 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 06:39:39,935 INFO  [tetris] Final score: 189
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 06:39:40,751 INFO  [tetris] Final score: 220
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 06:39:42,606 INFO  [tetris] Final score: 234
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 06:39:43,183 INFO  [tetris] Final score: 205
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 06:39:44,191 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 06:39:44,911 INFO  [tetris] Final score: 205
diff --git a/qlearning-results/a0.9-g0.9-e0.5-approximateqlearning b/qlearning-results/a0.9-g0.9-e0.5-approximateqlearning
new file mode 100644
index 0000000..03b692c
--- /dev/null
+++ b/qlearning-results/a0.9-g0.9-e0.5-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:16:07,806 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.9, exploration_rate = 0.5
+197.50150000000022
+197.6740000000003
+194.29700000000022
+195.83249999999992
+195.94850000000008
+195.7474999999998
+196.79299999999984
+194.7880000000001
+194.89900000000006
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:16:44,941 INFO  [tetris] Final score: 248
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:16:45,964 INFO  [tetris] Final score: 172
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:16:46,781 INFO  [tetris] Final score: 190
+Lost due to: LockOut
+2020-04-20 22:16:47,613 INFO  [tetris] Final score: 248
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 22:16:48,653 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:16:49,117 INFO  [tetris] Final score: 169
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 22:16:49,836 INFO  [tetris] Final score: 124
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:16:50,748 INFO  [tetris] Final score: 200
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:16:51,709 INFO  [tetris] Final score: 154
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:16:52,220 INFO  [tetris] Final score: 164
diff --git a/qlearning-results/a0.9-g0.9-e0.5-qlearning b/qlearning-results/a0.9-g0.9-e0.5-qlearning
new file mode 100644
index 0000000..53c127f
--- /dev/null
+++ b/qlearning-results/a0.9-g0.9-e0.5-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 06:39:57,620 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.9, exploration_rate = 0.5
+223.4274500000022
+222.68109999999945
+222.1315500000021
+221.90930000000327
+221.0418500000017
+221.2486500000039
+220.81480000000346
+220.83155000000053
+221.01915000000164
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:48:01,447 INFO  [tetris] Final score: 240
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:48:03,240 INFO  [tetris] Final score: 242
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:48:04,199 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 06:48:05,335 INFO  [tetris] Final score: 238
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:48:06,791 INFO  [tetris] Final score: 175
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:48:07,191 INFO  [tetris] Final score: 149
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:48:08,263 INFO  [tetris] Final score: 175
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 06:48:09,511 INFO  [tetris] Final score: 257
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:48:10,471 INFO  [tetris] Final score: 183
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:48:11,848 INFO  [tetris] Final score: 281
diff --git a/qlearning-results/a0.9-g0.9-e0.75-approximateqlearning b/qlearning-results/a0.9-g0.9-e0.75-approximateqlearning
new file mode 100644
index 0000000..f08b67f
--- /dev/null
+++ b/qlearning-results/a0.9-g0.9-e0.75-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:16:52,233 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.9, exploration_rate = 0.75
+199.4635000000001
+199.6769999999999
+199.09749999999994
+199.1510000000005
+201.18500000000063
+198.3290000000002
+198.23250000000021
+199.40199999999984
+199.57700000000008
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:17:24,323 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:17:25,139 INFO  [tetris] Final score: 190
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:17:25,556 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:17:26,179 INFO  [tetris] Final score: 208
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:17:26,915 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:17:27,459 INFO  [tetris] Final score: 209
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:17:28,003 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:17:28,451 INFO  [tetris] Final score: 187
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:17:29,395 INFO  [tetris] Final score: 153
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:17:29,811 INFO  [tetris] Final score: 199
diff --git a/qlearning-results/a0.9-g0.9-e0.75-qlearning b/qlearning-results/a0.9-g0.9-e0.75-qlearning
new file mode 100644
index 0000000..2563fd2
--- /dev/null
+++ b/qlearning-results/a0.9-g0.9-e0.75-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 06:48:26,417 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.9, exploration_rate = 0.75
+224.21695000000113
+223.70885000000177
+223.17375000000146
+223.02130000000142
+222.82329999999973
+222.55980000000082
+222.69185000000226
+222.44839999999962
+222.01355000000092
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 06:56:06,260 INFO  [tetris] Final score: 220
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 06:56:07,652 INFO  [tetris] Final score: 198
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 06:56:08,868 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 06:56:10,548 INFO  [tetris] Final score: 234
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 06:56:11,492 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 06:56:12,613 INFO  [tetris] Final score: 213
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 06:56:14,388 INFO  [tetris] Final score: 209
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:56:15,348 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 06:56:17,460 INFO  [tetris] Final score: 233
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 06:56:18,517 INFO  [tetris] Final score: 178
diff --git a/qlearning-results/a0.9-g0.9-e0.9-approximateqlearning b/qlearning-results/a0.9-g0.9-e0.9-approximateqlearning
new file mode 100644
index 0000000..0088f09
--- /dev/null
+++ b/qlearning-results/a0.9-g0.9-e0.9-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:17:29,828 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.9, exploration_rate = 0.9
+208.85200000000037
+207.66850000000048
+206.61900000000006
+206.74500000000037
+209.90700000000004
+206.0430000000001
+208.84249999999983
+207.04249999999982
+207.14950000000013
+Lost due to: BlockOut(Position { x: 6, y: 19 })
+2020-04-20 22:18:07,730 INFO  [tetris] Final score: 287
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:18:08,882 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:18:09,890 INFO  [tetris] Final score: 217
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:18:11,123 INFO  [tetris] Final score: 240
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 22:18:12,114 INFO  [tetris] Final score: 209
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:18:12,914 INFO  [tetris] Final score: 174
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:18:13,507 INFO  [tetris] Final score: 192
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:18:14,690 INFO  [tetris] Final score: 252
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:18:15,971 INFO  [tetris] Final score: 203
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:18:16,707 INFO  [tetris] Final score: 192
diff --git a/qlearning-results/a0.9-g0.9-e0.9-qlearning b/qlearning-results/a0.9-g0.9-e0.9-qlearning
new file mode 100644
index 0000000..801a890
--- /dev/null
+++ b/qlearning-results/a0.9-g0.9-e0.9-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 06:56:34,782 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 0.9, exploration_rate = 0.9
+224.57260000000076
+223.3695500000009
+224.40370000000092
+224.05635000000188
+223.88540000000106
+224.18705000000156
+223.52310000000045
+223.81590000000122
+223.75850000000077
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:03:45,094 INFO  [tetris] Final score: 241
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 07:03:46,486 INFO  [tetris] Final score: 197
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:03:48,166 INFO  [tetris] Final score: 229
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 07:03:50,102 INFO  [tetris] Final score: 286
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:03:51,046 INFO  [tetris] Final score: 190
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 07:03:51,830 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:03:53,733 INFO  [tetris] Final score: 287
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 07:03:54,597 INFO  [tetris] Final score: 209
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 07:03:55,718 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 07:03:57,270 INFO  [tetris] Final score: 240
diff --git a/qlearning-results/a0.9-g1.0-e0.1-approximateqlearning b/qlearning-results/a0.9-g1.0-e0.1-approximateqlearning
new file mode 100644
index 0000000..15d1d84
--- /dev/null
+++ b/qlearning-results/a0.9-g1.0-e0.1-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 21:35:02,976 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 1, exploration_rate = 0.1
+343.0160000000001
+374.1515000000009
+371.97900000000055
+375.69750000000033
+377.08049999999946
+373.4639999999987
+374.8835000000006
+371.55649999999997
+373.81750000000017
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:57:40,169 INFO  [tetris] Final score: 417
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:58:12,489 INFO  [tetris] Final score: 428
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 21:58:28,729 INFO  [tetris] Final score: 384
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:58:42,937 INFO  [tetris] Final score: 295
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 21:59:11,369 INFO  [tetris] Final score: 321
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:59:38,073 INFO  [tetris] Final score: 317
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 21:59:56,201 INFO  [tetris] Final score: 335
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:00:28,905 INFO  [tetris] Final score: 437
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 22:00:47,177 INFO  [tetris] Final score: 341
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:01:11,673 INFO  [tetris] Final score: 369
diff --git a/qlearning-results/a0.9-g1.0-e0.1-qlearning b/qlearning-results/a0.9-g1.0-e0.1-qlearning
new file mode 100644
index 0000000..10e57da
--- /dev/null
+++ b/qlearning-results/a0.9-g1.0-e0.1-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 05:25:49,309 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 1, exploration_rate = 0.1
+219.4535000000012
+220.30670000000012
+222.87990000000056
+224.77710000000152
+223.73930000000172
+222.64170000000138
+225.08065000000178
+225.3609500000005
+225.33345000000105
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:42:28,489 INFO  [tetris] Final score: 207
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 05:42:30,185 INFO  [tetris] Final score: 199
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:42:32,426 INFO  [tetris] Final score: 287
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:42:35,433 INFO  [tetris] Final score: 271
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 05:42:37,881 INFO  [tetris] Final score: 211
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:42:39,145 INFO  [tetris] Final score: 232
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 05:42:40,905 INFO  [tetris] Final score: 207
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:42:43,513 INFO  [tetris] Final score: 174
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 05:42:46,217 INFO  [tetris] Final score: 197
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:42:48,633 INFO  [tetris] Final score: 206
diff --git a/qlearning-results/a0.9-g1.0-e0.25-approximateqlearning b/qlearning-results/a0.9-g1.0-e0.25-approximateqlearning
new file mode 100644
index 0000000..6a3c934
--- /dev/null
+++ b/qlearning-results/a0.9-g1.0-e0.25-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:01:11,684 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 1, exploration_rate = 0.25
+280.8345000000005
+297.03800000000035
+296.62900000000025
+297.59599999999983
+299.1450000000002
+296.5395
+296.73250000000064
+296.8154999999996
+295.2065000000003
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:07:43,232 INFO  [tetris] Final score: 266
+Lost due to: BlockOut(Position { x: 6, y: 19 })
+2020-04-20 22:07:49,328 INFO  [tetris] Final score: 245
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:07:53,103 INFO  [tetris] Final score: 265
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:07:58,143 INFO  [tetris] Final score: 284
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:08:04,368 INFO  [tetris] Final score: 250
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:08:09,695 INFO  [tetris] Final score: 277
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:08:19,152 INFO  [tetris] Final score: 353
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:08:30,304 INFO  [tetris] Final score: 367
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:08:40,560 INFO  [tetris] Final score: 374
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-20 22:08:45,663 INFO  [tetris] Final score: 290
diff --git a/qlearning-results/a0.9-g1.0-e0.25-qlearning b/qlearning-results/a0.9-g1.0-e0.25-qlearning
new file mode 100644
index 0000000..5cfcf67
--- /dev/null
+++ b/qlearning-results/a0.9-g1.0-e0.25-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 05:43:05,114 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 1, exploration_rate = 0.25
+221.42935000000287
+223.57179999999948
+222.4067000000011
+223.67315000000272
+222.3455500000012
+224.16825000000145
+223.38455000000144
+222.16165000000075
+222.65675000000027
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:55:46,939 INFO  [tetris] Final score: 267
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:55:48,811 INFO  [tetris] Final score: 245
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 05:55:49,899 INFO  [tetris] Final score: 151
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:55:51,371 INFO  [tetris] Final score: 216
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:55:52,796 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:55:54,076 INFO  [tetris] Final score: 250
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 05:55:55,323 INFO  [tetris] Final score: 167
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:55:58,508 INFO  [tetris] Final score: 296
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 05:56:00,491 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 05:56:01,772 INFO  [tetris] Final score: 246
diff --git a/qlearning-results/a0.9-g1.0-e0.5-approximateqlearning b/qlearning-results/a0.9-g1.0-e0.5-approximateqlearning
new file mode 100644
index 0000000..e54c010
--- /dev/null
+++ b/qlearning-results/a0.9-g1.0-e0.5-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:08:45,677 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 1, exploration_rate = 0.5
+250.91950000000043
+256.9545
+256.5619999999999
+257.13050000000015
+257.37300000000016
+256.96200000000056
+259.95699999999965
+255.26400000000027
+254.34550000000013
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:11:17,118 INFO  [tetris] Final score: 235
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:11:19,645 INFO  [tetris] Final score: 255
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 22:11:22,814 INFO  [tetris] Final score: 312
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:11:26,253 INFO  [tetris] Final score: 319
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:11:30,813 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:11:33,229 INFO  [tetris] Final score: 224
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:11:36,285 INFO  [tetris] Final score: 232
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 22:11:37,870 INFO  [tetris] Final score: 247
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:11:41,550 INFO  [tetris] Final score: 276
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 22:11:44,846 INFO  [tetris] Final score: 253
diff --git a/qlearning-results/a0.9-g1.0-e0.5-qlearning b/qlearning-results/a0.9-g1.0-e0.5-qlearning
new file mode 100644
index 0000000..f6e9f30
--- /dev/null
+++ b/qlearning-results/a0.9-g1.0-e0.5-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 05:56:18,574 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 1, exploration_rate = 0.5
+223.14630000000096
+222.4662000000006
+222.19985000000216
+221.45400000000015
+221.35775000000123
+221.61499999999967
+221.8509499999996
+221.81945000000104
+220.82925000000114
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 06:06:21,197 INFO  [tetris] Final score: 253
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:06:23,725 INFO  [tetris] Final score: 247
+Lost due to: BlockOut(Position { x: 5, y: 19 })
+2020-04-21 06:06:24,509 INFO  [tetris] Final score: 195
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:06:25,853 INFO  [tetris] Final score: 254
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:06:27,149 INFO  [tetris] Final score: 193
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 06:06:29,086 INFO  [tetris] Final score: 262
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:06:30,397 INFO  [tetris] Final score: 204
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 06:06:32,925 INFO  [tetris] Final score: 227
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:06:35,469 INFO  [tetris] Final score: 315
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:06:36,909 INFO  [tetris] Final score: 200
diff --git a/qlearning-results/a0.9-g1.0-e0.75-approximateqlearning b/qlearning-results/a0.9-g1.0-e0.75-approximateqlearning
new file mode 100644
index 0000000..dfb68a0
--- /dev/null
+++ b/qlearning-results/a0.9-g1.0-e0.75-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:11:44,860 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 1, exploration_rate = 0.75
+233.65150000000003
+235.6294999999998
+235.5679999999999
+237.1415
+236.70450000000005
+235.77050000000003
+235.82599999999977
+236.3489999999998
+235.507
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:13:07,975 INFO  [tetris] Final score: 215
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-20 22:13:09,718 INFO  [tetris] Final score: 256
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:13:11,542 INFO  [tetris] Final score: 299
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:13:14,598 INFO  [tetris] Final score: 270
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:13:16,630 INFO  [tetris] Final score: 250
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:13:18,215 INFO  [tetris] Final score: 229
+Lost due to: BlockOut(Position { x: 6, y: 19 })
+2020-04-20 22:13:20,711 INFO  [tetris] Final score: 244
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:13:23,063 INFO  [tetris] Final score: 256
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:13:24,806 INFO  [tetris] Final score: 247
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:13:26,999 INFO  [tetris] Final score: 278
diff --git a/qlearning-results/a0.9-g1.0-e0.75-qlearning b/qlearning-results/a0.9-g1.0-e0.75-qlearning
new file mode 100644
index 0000000..fe4ff8d
--- /dev/null
+++ b/qlearning-results/a0.9-g1.0-e0.75-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 06:06:53,850 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 1, exploration_rate = 0.75
+223.03950000000032
+222.67955000000146
+222.60880000000236
+222.78549999999882
+222.02130000000193
+222.8154000000009
+222.58920000000154
+222.558650000001
+222.3293000000018
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 06:15:09,132 INFO  [tetris] Final score: 207
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:15:10,556 INFO  [tetris] Final score: 164
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:15:12,268 INFO  [tetris] Final score: 237
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:15:13,724 INFO  [tetris] Final score: 201
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:15:15,307 INFO  [tetris] Final score: 238
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 06:15:18,812 INFO  [tetris] Final score: 332
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:15:20,252 INFO  [tetris] Final score: 170
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:15:22,140 INFO  [tetris] Final score: 240
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:15:24,043 INFO  [tetris] Final score: 261
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-21 06:15:25,772 INFO  [tetris] Final score: 233
diff --git a/qlearning-results/a0.9-g1.0-e0.9-approximateqlearning b/qlearning-results/a0.9-g1.0-e0.9-approximateqlearning
new file mode 100644
index 0000000..95f49f9
--- /dev/null
+++ b/qlearning-results/a0.9-g1.0-e0.9-approximateqlearning
@@ -0,0 +1,30 @@
+2020-04-20 22:13:27,013 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 1, exploration_rate = 0.9
+226.13749999999987
+227.05799999999994
+226.83550000000014
+227.24349999999953
+228.87400000000008
+227.81849999999966
+227.3485000000002
+227.08050000000034
+228.37950000000035
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:14:30,750 INFO  [tetris] Final score: 206
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-20 22:14:32,110 INFO  [tetris] Final score: 234
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:14:32,862 INFO  [tetris] Final score: 166
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:14:35,134 INFO  [tetris] Final score: 332
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:14:36,654 INFO  [tetris] Final score: 250
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:14:38,702 INFO  [tetris] Final score: 172
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:14:39,807 INFO  [tetris] Final score: 226
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:14:41,582 INFO  [tetris] Final score: 207
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-20 22:14:43,502 INFO  [tetris] Final score: 218
+Lost due to: BlockOut(Position { x: 3, y: 20 })
+2020-04-20 22:14:45,118 INFO  [tetris] Final score: 286
diff --git a/qlearning-results/a0.9-g1.0-e0.9-qlearning b/qlearning-results/a0.9-g1.0-e0.9-qlearning
new file mode 100644
index 0000000..152fd0e
--- /dev/null
+++ b/qlearning-results/a0.9-g1.0-e0.9-qlearning
@@ -0,0 +1,30 @@
+2020-04-21 06:15:43,097 INFO  [tetris::actors::qlearning] Training an actor with learning_rate = 0.9, discount_rate = 1, exploration_rate = 0.9
+224.08180000000112
+223.73260000000244
+223.56205000000148
+223.0561499999997
+223.4469000000014
+223.3565500000009
+223.6488000000011
+223.41785000000053
+223.7366000000004
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:23:07,871 INFO  [tetris] Final score: 239
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 06:23:09,871 INFO  [tetris] Final score: 214
+Lost due to: BlockOut(Position { x: 3, y: 19 })
+2020-04-21 06:23:11,823 INFO  [tetris] Final score: 235
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:23:12,575 INFO  [tetris] Final score: 179
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:23:13,647 INFO  [tetris] Final score: 166
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:23:14,703 INFO  [tetris] Final score: 234
+Lost due to: BlockOut(Position { x: 5, y: 20 })
+2020-04-21 06:23:15,454 INFO  [tetris] Final score: 188
+Lost due to: BlockOut(Position { x: 4, y: 19 })
+2020-04-21 06:23:16,911 INFO  [tetris] Final score: 225
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:23:18,271 INFO  [tetris] Final score: 228
+Lost due to: BlockOut(Position { x: 4, y: 20 })
+2020-04-21 06:23:19,327 INFO  [tetris] Final score: 186
diff --git a/qlearning-results/test b/qlearning-results/test
new file mode 100755
index 0000000..4ebb3df
--- /dev/null
+++ b/qlearning-results/test
@@ -0,0 +1,21 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+echo "Warning, high epilson values will take up to 30GB to run!"
+echo "It is a good idea to disable these values."
+
+for a in 0.1 0.5 0.7 0.9; do
+  for g in 1.0 0.9 0.5 0.1; do
+    for e in 0.1 0.25 0.5 0.75 0.9; do
+      for agent in qlearning approximateqlearning; do
+        echo "alpha $a gamma $g epsilon $e agent $agent"
+	file="a$a-g$g-e$e-$agent"
+	if [ -f $file ]; then
+	  echo "skipping $file, exists"
+	else
+          ./tetris train $agent -a $a -g $g -e $e -n 200000 >> "$file"
+	fi
+      done
+    done
+  done
+done
diff --git a/qlearning-results.tar b/qlearning-results/tetris
old mode 100644
new mode 100755
similarity index 93%
rename from qlearning-results.tar
rename to qlearning-results/tetris
index 837e58c..a811df8
Binary files a/qlearning-results.tar and b/qlearning-results/tetris differ