LAPT-Scale: Scaling Embodied Policies with Latent Action Pre-Training on Human Videos.

arXiv:2610.13732v1 Announce Type: cross Abstract: Scaling generalist robotic policies is limited by the high cost of collecting embodied interaction data. Large-scale egocentric human videos offer a rich alternative, but they lack robot action labels, and exis