World model image prediction on DeepMind Control Suite Humanoid
4.2077MSEDreamerV3+RND
Evaluation results
| Method | Links | |
|---|---|---|
| DreamerV3+RNDRollout horizon (H)=52026.03 | 4.2077 | |
| DreamSACRollout horizon (H)=52026.03 | 4.7776 | |
| DreamerV3+RandomRollout horizon (H)=52026.03 | 5.2171 | |
| DreamSACRollout horizon (H)=162026.03 | 5.4902 | |
| DreamSAC+RandomRollout horizon (H)=52026.03 | 5.6391 | |
| DreamerV3+RNDRollout horizon (H)=102026.03 | 5.7294 | |
| DreamSACRollout horizon (H)=102026.03 | 5.7798 | |
| DreamerV3+RandomRollout horizon (H)=102026.03 | 6.05 | |
| DreamSAC+RandomRollout horizon (H)=102026.03 | 6.1402 | |
| DreamerV3+RandomRollout horizon (H)=162026.03 | 6.5078 | |
| DreamSAC+RandomRollout horizon (H)=162026.03 | 6.8589 | |
| DreamerV3+RNDRollout horizon (H)=162026.03 | 6.9389 |