Walker Walk on DeepMind Control Suite (in-distribution)
996.502Average ReturnDreamSAC
Evaluation Results
| Method | Links | |
|---|---|---|
| DreamSACTraining Protocol=pre-training and fine-tuning, Number of Seeds=52026.03 | 996.502 | |
| DreamerV3+RNDTraining Protocol=pre-training and fine-tuning, Number of Seeds=52026.03 | 979.34 | |
| DreamerV3+PolicyTraining Protocol=trained from scratch, Number of Seeds=52026.03 | 965.217 | |
| OILCAepisode_length=1K steps, seeds=52023.10 | 377.19 | |
| DWBCepisode_length=1K steps, seeds=52023.10 | 166.95 | |
| BCNDepisode_length=1K steps, seeds=52023.10 | 157.44 | |
| LobsDICEepisode_length=1K steps, seeds=52023.10 | 102.14 | |
| BC-allepisode_length=1K steps, seeds=52023.10 | 75.79 | |
| ORILepisode_length=1K steps, seeds=52023.10 | 41.43 | |
| BC-expepisode_length=1K steps, seeds=52023.10 | 29.44 |