A Change of Frame Makes Balance Observable: Distillation-Free Humanoid Single-Leg Stance

Yikai Zhou, Xingyun Wang, Jieming Cui +4

Unified humanoid policies handle agile whole-body motion, yet stumble on a simple demand: staying balanced on one leg. On our single-leg-balance benchmark, eight released state-of-…