arxivcs.RO2026-06-25
HumanoidUMI: Bridging Robot-Free Demonstrations and Humanoid Whole-Body Manipulation
Hongwu Wang, Chenhao Yu, Youhao Hu, Jiachen Zhang, Yuanyuan Li, Shaqi Luo
High-quality demonstration data are essential for humanoid robot skill learning, especially for whole-body behaviors that require coordinated perception, locomotion, and manipulation. Existing data-collection methods largely rely on robot teleoperation, which is constrained by ha…