CLF-RL: Control Lyapunov Function Guided Reinforcement Learning

Kejun Li, Zachary Olkin, Yisong Yue +1

Reinforcement learning (RL) has shown promise in generating robust locomotion policies for bipedal robots, but often suffers from tedious reward design and sensitivity to poorly sh…