Maximus Pace

X-Diffusion: Training Diffusion Policies on Cross-Embodiment Human Demonstrations

Human videos are a scalable source of training data for robot learning. However, humans and robots significantly differ in embodiment, making many human actions infeasible for direct execution on a robot. Still, these demonstrations convey rich object-interaction cues and task intent. Our goal is to…