Learning Robust Execution in Robotic Manipulation with Agentic Reinforcement Learning

Xiaopeng Zhang, Yueyang Weng, Qi Liu +2

Robotic manipulation poses fundamental challenges due to uncertainty, long-horizon execution, and compounding errors, which can easily destabilize execution and lead to task failur…