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Author

Shunlin Lu

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Preprint Jul 2026

Scaling Behavior Foundation Model for Humanoid Robots

This work revisits the scaling recipe for BFMs and demonstrates that substantial performance gains can be achieved through the coordination of three core components: the learning paradigm of motion tracking that reformulates diverse humanoid control problems as the reproduction of integrated whole-body behaviors in the global frame.

Weishuai Zeng, Kangning Yin, Xiaojie Niu et al. · 1 citation