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Robot Manipulation on Block Push rt. Scratch

88Success RateMPAIL2
-3.5220.244467.76Feb 27, 2026

Evaluation results

MethodLinks
MPAIL2Supervision: Reward=false, Supervision: Actions=false, Components: Plan.=true, Components: Model=true, Components: Off-Policy=true2026.0288
MAIRLSupervision: Reward=false, Supervision: Actions=false, Components: Plan.=false, Components: Model=true, Components: Off-Policy=true2026.0253
BC (Diffusion)Supervision: Reward=false, Supervision: Actions=true, Components: Plan.=false, Components: Model=false, Components: Off-Policy=false2026.0234
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