Predicting Grasping Compliance in Robotic Hands through Analytical-Model-Informed Neural Networks

Qianwen Zhao, Long Wang

In robotic manipulation studies, grasping is often treated as a binary success or failure problem, usually defined by whether the object simply stays in the hand. For forceful tool…