Mind the Phase: Effective Rank and Representation Health in Legged Locomotion

Felipe Tommaselli, Thiago H. Segreto, Juliano D. Negri +2

Reinforcement learning has become the leading paradigm in legged locomotion, enabling complex behaviors from backflips to parkour through massively parallel simulation. Under PPO's…