Unified Walking, Running, and Recovery for Humanoids via State-Dependent Adversarial Motion Priors
arXiv:2605.18611v1 Announce Type: new
Abstract: We propose a unified reinforcement learning framework that enables a single policy to perform walking, running, and fall recovery on the Unitree G1 humanoid robot, validated on physical hardware without …