Offline Reinforcement Learning on OGBench cube-triple (ct)
24Success RateIQN
Evaluation results
| Method | Links | |
|---|---|---|
| IQNPolicy Type=Gaussian Policies2026.05 | 24 | |
| Value FlowsPolicy Type=Flow Policies2026.05 | 20 | |
| FlowIQN-FQLPolicy Type=Flow Policies2026.05 | 10 | |
| CGQLMethod Category=GUIDANCE, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 8 | |
| CGQL-LMethod Category=GUIDANCE, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 8 | |
| CGQL-MMethod Category=GUIDANCE, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 8 | |
| QAM-EMethod Category=ADJOINT MATCHING, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 5 | |
| ME-AMMethod Category=ADJOINT MATCHING, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 5 | |
| FlowIQN-RPolicy Type=Flow Policies2026.05 | 5 | |
| DACMethod Category=GUIDANCE, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 4 | |
| BAMMethod Category=ADJOINT MATCHING, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 4 | |
| QAMMethod Category=ADJOINT MATCHING, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 4 | |
| FQLPolicy Type=Gaussian Policies2026.05 | 4 | |
| FQLMethod Category=BACKPROP, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 3 | |
| FEditMethod Category=BACKPROP, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 3 | |
| QSMMethod Category=GUIDANCE, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 3 | |
| QAM-FMethod Category=ADJOINT MATCHING, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 2 | |
| CODACPolicy Type=Gaussian Policies2026.05 | 2 | |
| ReBRACMethod Category=GAUSSIAN, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 1 | |
| DSRLMethod Category=POST-PROCESSING, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 1 | |
| FAWACMethod Category=GAUSSIAN, Training Steps=1M, Seeds=8, Chunk Size (h)=52026.05 | 0 | |
| FBRACMethod Category=BACKPROP, 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 | |
| BCPolicy Type=Gaussian Policies2026.05 | 0 | |
| ReBRACPolicy Type=Gaussian Policies2026.05 | 0 |