Atari Game Playing on Atari 55 games 200M environment steps (test)
2.64Gamer Median ScoreDreamerV2 (schedules)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DreamerV2 (schedules)Training steps=200M, Schedules=true2020.10 | 2.64 | 10.45 | 0.43 | 0.28 | |
| DreamerV2Training steps=200M, Single-GPU=true2020.10 | 2.15 | 11.33 | 0.44 | 0.28 | |
| RainbowTraining steps=200M, Sticky actions=true, Source=Dopamine Baselines2020.10 | 1.47 | 9.12 | 0.17 | 0.17 | |
| IQNTraining steps=200M, Sticky actions=true, Source=Dopamine Baselines2020.10 | 1.29 | 8.85 | 0.21 | 0.21 | |
| C51Training steps=200M, Sticky actions=true, Source=Dopamine Baselines2020.10 | 1.09 | 7.7 | 0.15 | 0.15 | |
| DQNTraining steps=200M, Sticky actions=true, Source=Dopamine Baselines2020.10 | 0.65 | 2.84 | 0.12 | 0.12 |