Offline Reinforcement Learning on Walker2d D4RL v2 (offline)
86.7ReturnTRACER
Evaluation Results
| Method | Links | |
|---|---|---|
| TRACERCorrupted Element=action2024.11 | 86.7 | |
| TRACERCorrupted Element=reward2024.11 | 85.5 | |
| RIQLCorrupted Element=action2024.11 | 84.6 | |
| EDACCorrupted Element=action2024.11 | 83.2 | |
| RIQLCorrupted Element=reward2024.11 | 83.2 | |
| RIQLCorrupted Element=dynamics2024.11 | 78.2 | |
| TRACERCorrupted Element=dynamics2024.11 | 75.9 | |
| IQLCorrupted Element=action2024.11 | 71.3 | |
| CQLCorrupted Element=reward2024.11 | 69.4 | |
| IQLCorrupted Element=reward2024.11 | 65.3 | |
| CQLCorrupted Element=action2024.11 | 62.7 | |
| UWMSGCorrupted Element=reward2024.11 | 62 | |
| TRACERCorrupted Element=observation2024.11 | 32.7 | |
| UWMSGCorrupted Element=action2024.11 | 31.5 | |
| RIQLCorrupted Element=observation2024.11 | 28.4 | |
| IQLCorrupted Element=observation2024.11 | 27.2 | |
| MSGCorrupted Element=action2024.11 | 25.3 | |
| CQLCorrupted Element=observation2024.11 | 19.4 | |
| MSGCorrupted Element=reward2024.11 | 18.4 | |
| BCCorrupted Element=action2024.11 | 18.1 | |
| IQLCorrupted Element=dynamics2024.11 | 17.7 | |
| BCCorrupted Element=reward2024.11 | 16 | |
| BCCorrupted Element=dynamics2024.11 | 16 | |
| BCCorrupted Element=observation2024.11 | 9.6 | |
| MSGCorrupted Element=dynamics2024.11 | 7.4 | |
| UWMSGCorrupted Element=observation2024.11 | 6.2 | |
| EDACCorrupted Element=reward2024.11 | 4.3 | |
| UWMSGCorrupted Element=dynamics2024.11 | 0.2 | |
| EDACCorrupted Element=dynamics2024.11 | -0.1 | |
| EDACCorrupted Element=observation2024.11 | -0.2 | |
| CQLCorrupted Element=dynamics2024.11 | -0.2 | |
| MSGCorrupted Element=observation2024.11 | -0.4 |