Le Liang

Research on trajectory tracking control of robotic arms based on reinforcement learning

To address the challenges of model uncertainty, environmental disturbances, and the limited adaptability of conventional control methods in industrial robot trajectory tracking, a hybrid trajectory tracking control strategy integrating Deep Reinforcement Learning (DRL) and Proportional–Derivative (PD) control is propos...