Ruofeng Wang

DiffuseLoco: Real-Time Legged Locomotion Control with Diffusion from Offline Datasets

Offline learning at scale has led to breakthroughs in computer vision, natural language processing, and robotic manipulation domains. However, scaling up learning for legged robot locomotion, especially with multiple skills in a single policy, presents significant challenges for prior online reinfor…