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Shi-Yun Peng

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Preprint Oct 2026

RoboDoctor: Training-Free Recursive Self-Improvement for Robot Policies

Generalist robot policies and language-model agents provide complementary capabilities, but completing a task also requires adapting their use to the consequences of physical interaction. We study execution as a locus of adaptation: feedback guides the current action and supplies evidence for revising subsequent decisi...

He-Yang Yu, Hao-Min Li, Si-Hang Li et al. · 0 citations

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