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Hong-Zheng Sun

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#artificial intelligence Preprint Sep 2026

ProxiDex: Learning Dynamics-Guided Proximity Policy for Dexterous Manipulation

ProxiDex is presented, a dynamics-guided proximity policy framework that treats hand-object proximity as an interaction state for dexterous manipulation, and adaptively reweights proximity tokens across manipulation phases and uses dynamics-consistency supervision to guide policy inference, stabilizing action generatio...

Yu-Shan Bai, Bo-Yu Zheng, Zhi-Yang Mao et al. · 0 citations

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