Efficient Task-Oriented Dexterous Hand Pose Synthesis Using Differentiable Grasp Wrench Boundary Estimator

This work proposes a unified framework for efficient task-oriented dexterous hand pose synthesis without human data, by introducing a novel, fast, accurate, and differentiable approach to estimating the Grasp Wrench Space and a novel task-oriented energy for optimizing dexterous hand poses.