GraspTwin: Zero-Shot Task-Oriented Grasp Optimization via a Digital Twin
This work construct a digital twin of the environment, query a large foundation model to propose grasps that align with the object's affordances and task description, and then optimize the proposals to ensure robustness and plausibility before executing the result on the real robot.