Atari Game Playing on Atari 2600
241Breakout ScoreDQN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DQNupdate frequency=1 time per 4 steps2015.12 | 241 | 1,284 | 916 | 197 | 1,976 | |
| DRQNunroll steps=4, update frequency=each step2015.12 | 72 | 1,421 | 571 | 181 | 3,512 | |
| DARQN hardunroll steps=4, update frequency=1 time per 4 steps, attention mechanism=hard2015.12 | 20 | 3,005 | 558 | 128 | 2,510 | |
| DARQN softunroll steps=4, update frequency=1 time per 4 steps, attention mechanism=soft2015.12 | 11 | 7,263 | 650 | 197 | 5,356 |