Hengqiang Huan

Multi-Stage Reinforcement Learning for Non-Prehensile Manipulation

Manipulating objects without grasping them facilitates complex tasks, known as non-prehensile manipulation. Most previous methods are limited to learning a single skill to manipulate objects with primitive shapes and are unserviceable for flexible object manipulation that requires a combination of m