Offline Reinforcement Learning on D4RL antmaze-med (diverse)
86.7Normalized ScoreEPQ
Evaluation Results
| Method | Links | |
|---|---|---|
| EPQPolicy Type=Gaussian, Seeds=82026.02 | 86.7 | |
| QIPO-OTPolicy Type=Diffusion, Seeds=82026.02 | 86.4 | |
| FACPolicy Type=Flow, Seeds=82026.02 | 85 | |
| IDQLPolicy Type=Diffusion, Seeds=82026.02 | 84.8 | |
| ReBRACPolicy Type=Gaussian, Seeds=82026.02 | 76.3 | |
| SRPOPolicy Type=Diffusion, Seeds=82026.02 | 75 | |
| SAC-RNDPolicy Type=Gaussian, Seeds=82026.02 | 74.7 | |
| FQLPolicy Type=Flow, Seeds=82026.02 | 71 | |
| IQLPolicy Type=Gaussian, Seeds=82026.02 | 70 | |
| CQL2021.10 | 61.5 | |
| CQLPolicy Type=Gaussian, Seeds=82026.02 | 53.7 | |
| MCQPolicy Type=Gaussian, Seeds=82026.02 | 37.5 | |
| ROMI-BCQ2021.10 | 27.3 | |
| ROMI-CQL2021.10 | 20.9 | |
| TD3+BCPolicy Type=Gaussian, Seeds=82026.02 | 3 | |
| BAIL2021.10 | 2 | |
| BC2021.10 | 0 | |
| BCQ2021.10 | 0 | |
| BEAR2021.10 | 0 | |
| BRAC-P2021.10 | 0 | |
| BRAC-v2021.10 | 0 | |
| MOPO2021.10 | 0 | |
| MOREL2021.10 | 0 | |
| Repb-SDE2021.10 | 0 | |
| COMBO2021.10 | 0 | |
| CACPolicy Type=Diffusion, Seeds=82026.02 | 0 |