Offline Reinforcement Learning on Halfcheetah D4RL v2 (offline)
56Average ScoreUWMSG
Evaluation Results
| Method | Links | |
|---|---|---|
| UWMSGCorrupted Element=action2024.11 | 56 | |
| MSGCorrupted Element=action2024.11 | 52 | |
| EDACCorrupted Element=action2024.11 | 47.4 | |
| TRACERCorrupted Element=dynamics2024.11 | 43.8 | |
| RIQLCorrupted Element=reward2024.11 | 43.6 | |
| RIQLCorrupted Element=dynamics2024.11 | 43.1 | |
| RIQLCorrupted Element=action2024.11 | 42.9 | |
| TRACERCorrupted Element=action2024.11 | 42.9 | |
| IQLCorrupted Element=reward2024.11 | 42.3 | |
| IQLCorrupted Element=action2024.11 | 42.2 | |
| TRACERCorrupted Element=reward2024.11 | 40 | |
| EDACCorrupted Element=reward2024.11 | 38.6 | |
| IQLCorrupted Element=dynamics2024.11 | 36.7 | |
| BCCorrupted Element=action2024.11 | 35.8 | |
| BCCorrupted Element=reward2024.11 | 35.8 | |
| BCCorrupted Element=dynamics2024.11 | 35.8 | |
| UWMSGCorrupted Element=reward2024.11 | 35.6 | |
| TRACERCorrupted Element=observation2024.11 | 34.2 | |
| BCCorrupted Element=observation2024.11 | 33.4 | |
| CQLCorrupted Element=reward2024.11 | 32.6 | |
| CQLCorrupted Element=dynamics2024.11 | 29.2 | |
| RIQLCorrupted Element=observation2024.11 | 27.3 | |
| IQLCorrupted Element=observation2024.11 | 21.4 | |
| CQLCorrupted Element=action2024.11 | 19.9 | |
| MSGCorrupted Element=reward2024.11 | 17.5 | |
| CQLCorrupted Element=observation2024.11 | 9 | |
| UWMSGCorrupted Element=observation2024.11 | 2.9 | |
| UWMSGCorrupted Element=dynamics2024.11 | 2.9 | |
| EDACCorrupted Element=observation2024.11 | 2.1 | |
| MSGCorrupted Element=dynamics2024.11 | 1.7 | |
| EDACCorrupted Element=dynamics2024.11 | 1.5 | |
| MSGCorrupted Element=observation2024.11 | -0.2 |