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  1. arXiv

    Robot wiping learns force, not just motion: one demo becomes a contact prompt, 78.7% on unseen objects

    Encoding motion and fingertip contact forces from a single demonstration into an ordered prompt lets a frozen policy run wiping, rotation, and insertion on unseen objects at 78.7% overall success, 13.0 percentage points above the strongest baseline.

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