Stability of Control Lyapunov Function Guided Reinforcement Learning

Zachary Olkin, William D. Compton, Aaron D. Ames

Reinforcement learning (RL) has become the de facto method for achieving locomotion on humanoid robots in practice, yet stability analysis of the corresponding control policies is…