ECO: Energy-Constrained Optimization with Reinforcement Learning for Humanoid Walking

Weidong Huang, Jingwen Zhang, Jiongye Li +6

Achieving stable and energy-efficient locomotion is essential for humanoid robots to operate continuously in real-world applications. Existing MPC and RL approaches often rely on e…