@article{ecoenergyconstrainedoptimizationwithrein, title = {ECO: Energy-Constrained Optimization with Reinforcement Learning for Humanoid Walking}, author = {Weidong Huang and Jingwen Zhang and Jiongye Li and Shibowen Zhang and Jiayang Wu and Jiayi Wang and Hangxin Liu and Yaodong Yang and Yao Su}, year = {2026}, eprint = {2602.06445}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.06445}, }