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Chen-Xiao Gao

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#machine learning Preprint Sep 2026

Learning Expressive and Compositional Motion Representation via Spectral Skills

Robotic foundation models offer a promising path toward general-purpose humanoid robot control, often through hierarchical architectures. However, their effectiveness depends on the command interface between the planner and the controller, which must support accurate execution while remaining easy to predict, and ideal...

Fei-Yang Wu, Chen-Xiao Gao, Chen Yang et al. · 0 citations

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