Offline Reinforcement Learning on OGBench p44 + ct aggregate
30Success RateME-AM
Evaluation results
| Method | Links | |
|---|---|---|
| ME-AMMethod Category=ADJOINT MATCHING, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 30 | |
| QAM-EMethod Category=ADJOINT MATCHING, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 21 | |
| FEditMethod Category=BACKPROP, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 19 | |
| CGQLMethod Category=GUIDANCE, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 16 | |
| FBRACMethod Category=BACKPROP, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 8 | |
| FQLMethod Category=BACKPROP, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 4 | |
| CGQL-LMethod Category=GUIDANCE, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 4 | |
| CGQL-MMethod Category=GUIDANCE, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 4 | |
| QAM-FMethod Category=ADJOINT MATCHING, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 4 | |
| DACMethod Category=GUIDANCE, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 2 | |
| QSMMethod Category=GUIDANCE, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 2 | |
| BAMMethod Category=ADJOINT MATCHING, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 2 | |
| QAMMethod Category=ADJOINT MATCHING, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 2 | |
| DSRLMethod Category=POST-PROCESSING, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 1 | |
| ReBRACMethod Category=GAUSSIAN, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 0 | |
| FAWACMethod Category=GAUSSIAN, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 0 | |
| IFQLMethod Category=POST-PROCESSING, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 0 |