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Robot Manipulation on Block Push (BP) Video

63Success RateMPAIL2
-2.5214.4931.548.51Feb 27, 2026

Evaluation results

MethodLinks
MPAIL2Supervision: Reward=false, Supervision: Actions=false, Components: Plan.=true, Components: Model=true, Components: Off-Policy=true2026.0263
MAIRLSupervision: Reward=false, Supervision: Actions=false, Components: Plan.=false, Components: Model=true, Components: Off-Policy=true2026.0229
BC (Diffusion)Supervision: Reward=false, Supervision: Actions=true, Components: Plan.=false, Components: Model=false, Components: Off-Policy=false2026.0226
DACSupervision: Reward=false, Supervision: Actions=false, Components: Plan.=false, Components: Model=false, Components: Off-Policy=true2026.020
RLPDSupervision: Reward=true, Supervision: Actions=true, Components: Plan.=false, Components: Model=false, Components: Off-Policy=true2026.020