Robot Manipulation on Block Push (BP)
100Success RateMPAIL2
Evaluation results
| Method | Links | |
|---|---|---|
| MPAIL2Supervision: Reward=false, Supervision: Actions=false, Components: Plan.=true, Components: Model=true, Components: Off-Policy=true2026.02 | 100 | |
| BC (Diffusion)Supervision: Reward=false, Supervision: Actions=true, Components: Plan.=false, Components: Model=false, Components: Off-Policy=false2026.02 | 94 | |
| MAIRLSupervision: Reward=false, Supervision: Actions=false, Components: Plan.=false, Components: Model=true, Components: Off-Policy=true2026.02 | 64 | |
| DACSupervision: Reward=false, Supervision: Actions=false, Components: Plan.=false, Components: Model=false, Components: Off-Policy=true2026.02 | 0 | |
| RLPDSupervision: Reward=true, Supervision: Actions=true, Components: Plan.=false, Components: Model=false, Components: Off-Policy=true2026.02 | 0 |