Li Haipeng

HeRO: Hierarchical 3D Semantic Representation for Pose-Aware Object Manipulation

Imitation learning for robotic manipulation has progressed from 2D image policies to 3D representations that explicitly encode geometry. Yet purely geometric policies often lack explicit part-level semantics, which are critical for pose-aware manipulation (e.g., distinguishing a shoe's toe from heel…