Collective Learning for Unified Robotic Manipulation via Predictive Dynamics Adaptation

Shaocheng Liu, Yuan Meng, Zhenshan Bing +1

Learning a collective policy for state-based Cartesian manipulation across diverse robotic embodiments presents a fundamental challenge due to embodiment-dependent transition dynam…