Machine Heart

Nov 5, 2026 · Artificial Intelligence

DexRoam: Learning Mobile Bimanual Dexterous Manipulation from Human Whole-Body Demos

Researchers from HKUST, Beijing Academy of AI, and Peking University present DexRoam, a system that aligns human whole-body demonstrations to robot actions via a three-stage pipeline, enabling mobile bimanual dexterous manipulation learning from egocentric human data while cutting robot demonstration needs by roughly 50%.