3 papers
cs.RO2026
HumanoidUMI: Bridging Robot-Free Demonstrations and Humanoid Whole-Body Manipulation
Hongwu Wang, Chenhao Yu, Youhao Hu +3
High-quality demonstration data are essential for humanoid robot skill learning, especially for whole-body behaviors that require coordinated perception, locomotion, and manipulati…
cs.RO2026
BifrostUMI: Bridging Robot-Free Demonstrations and Humanoid Whole-Body Manipulation
Hongwu Wang, Chenhao Yu, Youhao Hu +3
High-quality demonstration data are essential for humanoid robot skill learning, especially for whole-body behaviors that require coordinated perception, locomotion, and manipulati…
cs.RO2026
OmniUMI: Towards Physically Grounded Robot Learning via Human-Aligned Multimodal Interaction
Shaqi Luo, Yuanyuan Li, Youhao Hu +7
UMI-style interfaces enable scalable robot learning, but existing systems remain largely visuomotor, relying primarily on RGB observations and trajectory while providing only limit…