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Yuan-You Fu

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Preprint Sep 2026

ForceDelta-VLA: Distilling Force-Conditioned Action Corrections for Contact-Rich Manipulation

ForceDelta-VLA is presented, a correction-distillation framework that constructs an explicit force-correction target using paired predictions from a frozen teacher's force-conditioned and learned force-agnostic modes, and reduces mean peak contact force over successful trials by approximately 26% on both platforms.

Ju Dong, Yuan-You Fu, Jian Chen et al. · 1 citation

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