PIN-WM: Learning Physics-INformed World Models for Non-Prehensile Manipulation

Wenxuan Li, Hang Zhao, Zhiyuan Yu +4

While non-prehensile manipulation (e.g., controlled pushing/poking) constitutes a foundational robotic skill, its learning remains challenging due to the high sensitivity to comple…