About this document
UniDexGrasp: Universal Dexterous Grasping by tomyuanyucheng is a document available to read on EtoBox.
The document presents UniDexGrasp, a two-stage pipeline for universal robotic dexterous grasping that learns to generate diverse grasp proposals and execute goal-conditioned grasping policies from point cloud observations. It introduces innovations such as state canonicalization, object curriculum, and teacher-student distillation to enhance the grasping process, achieving over 60% success rate across thousands of object instances. The work aims to generalize dexterous grasping skills across various object
- Author
- tomyuanyucheng
- Language
- EN