HuMam: Humanoid Motion Control via End-to-End Deep Reinforcement Learning with Mamba

Yinuo Wang, Yuanyang Qi, Jinzhao Zhou +2

End-to-end reinforcement learning (RL) for humanoid locomotion is appealing for its compact perception-action mapping, yet practical policies often suffer from training instability…