UniT: Toward a Unified Physical Language for Human-to-Humanoid Policy Learning and World Modeling.

arXiv:2604.19734v2 Announce Type: replace-cross Abstract: Scaling humanoid foundation models is bottlenecked by the scarcity of robotic data. While massive egocentric human data offers a scalable alternative, bridging the cross-embodiment chasm remains a funda