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Jia-Nan Li

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Preprint Sep 2026

Unifying Physics-Based Humanoid Interaction with a Context-Conditioned Interaction Prior

Developing unified physics-based humanoid controllers that can navigate complex 3D scenes and manipulate objects remains a longstanding challenge. Existing approaches are often specialized for either locomotion or object-centric manipulation, or rely on task-specific reward engineering that does not scale well across d...

Jia-Nan Li, Xiao Chen, Tien-Tsin Wong · 0 citations

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