humanoid robot learning VideoMimic: Learning Humanoid Robot Control from Monocular Video Using Real-to-Sim-to-Real Reinforcement Learning VideoMimic turns monocular human videos into deployable humanoid robot policies. By combining 4D reconstruction, scene geometry, and reinforcement learning, it enables context-aware robot control without motion capture or handcrafted rewards.