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Author

Nico Bohlinger

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Preprint Sep 2026

CrossBFM: Distilling a Shared Latent Behavior Space Across Humanoid Embodiments

Behavior Foundation Models (BFMs) give humanoids a promptable policy over a latent behavior space, enabling one single vector to represent a motion to imitate, a pose to reach, or a reward to maximize. Forward-Backward representations successfully produce such spaces, but at the cost of hundreds of GPU-hours for a sing...

Tan-Dzung Do, Tuan Dat Phuong, Nico Bohlinger et al. · 0 citations
Preprint Aug 2026

Rapid Embodiment Adaptation for Quadrupedal Locomotion

Humans readily adapt their movements as their bodies change through aging, injury, or load carrying, but learning-based robot policies often break when hardware properties shift. We introduce an online embodiment adaptation framework for quadrupedal locomotion that infers embodiment parameters from short interaction hi...

Di-Chen Li, Bo Ai, Nico Bohlinger et al. · 1 citation

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