Sichi Yan

Human2Nav: Learning Crowd Navigation from Human Videos across Robots Via Feasibility-Guided Flow Matching

Enabling robots to navigate safely and efficiently in dynamic, crowded environments requires learning from large-scale demonstrations, which are costly and unsafe to collect on physical platforms. While human videos offer a rich and scalable alternative, transferring these motion patterns to robots …