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qlearning.txt
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I am agent 2048. The name is q learning!
Total Q values: 10805025
Training Time: 3315
right
| 2 | 8 | 2 | 4 |
| 32 | 64 | 32 | 2 |
| 8 | 128 | 16 | 4 |
| 2 | 16 | 4 | 2 |
Final Score: 1412
Max Tile: 128
No. Of Moves: 143
Time per move: 0.00027
Random Moves: 123
Q Table Access: 20
right
| 8 | 2 | 4 | 2 |
| 32 | 16 | 32 | 4 |
| 4 | 128 | 64 | 16 |
| 2 | 4 | 2 | 8 |
Final Score: 1428
Max Tile: 128
No. Of Moves: 147
Time per move: 0.00027
Random Moves: 132
Q Table Access: 15
right
| 2 | 4 | 16 | 2 |
| 4 | 16 | 256 | 8 |
| 16 | 32 | 4 | 16 |
| 2 | 4 | 8 | 4 |
Final Score: 2100
Max Tile: 256
No. Of Moves: 179
Time per move: 0.00027
Random Moves: 161
Q Table Access: 18
up
| 8 | 4 | 32 | 2 |
| 2 | 32 | 8 | 64 |
| 4 | 16 | 4 | 2 |
| 2 | 64 | 2 | 4 |
Final Score: 944
Max Tile: 64
No. Of Moves: 111
Time per move: 0.00026
Random Moves: 93
Q Table Access: 18
up
| 4 | 16 | 2 | 4 |
| 8 | 128 | 4 | 2 |
| 2 | 4 | 32 | 8 |
| 4 | 8 | 2 | 4 |
Final Score: 976
Max Tile: 128
No. Of Moves: 104
Time per move: 0.00026
Random Moves: 82
Q Table Access: 22
up
| 64 | 2 | 4 | 2 |
| 32 | 4 | 2 | 4 |
| 2 | 128 | 16 | 8 |
| 8 | 4 | 2 | 4 |
Final Score: 1260
Max Tile: 128
No. Of Moves: 127
Time per move: 0.00026
Random Moves: 108
Q Table Access: 19
up
| 2 | 4 | 16 | 8 |
| 8 | 64 | 8 | 32 |
| 4 | 2 | 16 | 8 |
| 2 | 4 | 32 | 2 |
Final Score: 724
Max Tile: 64
No. Of Moves: 98
Time per move: 0.00025
Random Moves: 79
Q Table Access: 19
up
| 4 | 16 | 2 | 4 |
| 2 | 4 | 64 | 2 |
| 16 | 8 | 16 | 8 |
| 4 | 32 | 8 | 2 |
Final Score: 608
Max Tile: 64
No. Of Moves: 82
Time per move: 0.00024
Random Moves: 66
Q Table Access: 16
up
| 2 | 32 | 4 | 2 |
| 4 | 64 | 8 | 4 |
| 8 | 16 | 32 | 8 |
| 2 | 8 | 4 | 2 |
Final Score: 684
Max Tile: 64
No. Of Moves: 93
Time per move: 0.00024
Random Moves: 64
Q Table Access: 29
right
| 2 | 4 | 32 | 2 |
| 4 | 16 | 4 | 16 |
| 16 | 32 | 8 | 4 |
| 2 | 16 | 4 | 2 |
Final Score: 452
Max Tile: 32
No. Of Moves: 72
Time per move: 0.00027
Random Moves: 58
Q Table Access: 14
Final Analysis:
Mean Score: 1058.800
Max Score: 2100
Std Deviation of Scores: 497.735
Average Time taken per move(sec): 0.0003
Average No. of moves: 115.6000
Most common Max Tile reached: 128