2026
Generate, Transfer, Adapt: Learning Functional Dexterous Grasping from a Single Human Demonstration
ICRA 2026poster
Functional grasping with dexterous robotic hands is a key capability for enabling tool use and complex manipulation, yet progress has been constrained by two persistent bottlenecks: the scarcity of large-scale datasets and the absence of integrated semantic and geometric reasoning in learned models.…