Atari Game Playing on Atari 2600 ALE (test)
34Freeway ScoreA2C+CoEX
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| A2C+CoEXtraining steps=100M2018.11 | 34 | 4,260 | 36,827 | 6,635 | 5,316 | 23,962 | 5,169 | 204 | |
| A2C+CoEXtraining steps=50M2018.11 | 33.9 | 3,900 | 31,367 | 4,100 | 5,316 | 17,724 | 2,620 | 128 | |
| TRPO-AE-SimHashtraining steps=50M2018.11 | 33.5 | 5,214 | — | 75 | — | — | — | 445 | |
| Curiosity-Driventraining steps=25M2018.11 | 32.8 | — | — | 2,505 | 3,037 | — | — | 416 | |
| DQN-PixelCNNtraining steps=37.5M2018.11 | 31.7 | — | — | 2,514 | 15,806 | 5,501 | — | 1,356 | |
| DDQN+training steps=25M2018.11 | 29.2 | — | 20,300 | 3,439 | 1,880 | — | — | 369 | |
| A3C+training steps=50M2018.11 | 27.3 | 507 | 15,210 | 142 | 100 | 15,805 | 2,274 | 0 | |
| Sarsa-phi-EBtraining steps=25M2018.11 | 0 | 2,770 | — | 2,745 | — | 4,112 | — | 1,169 |