Wen-Feng Li

Research on Port AGV Path Tracking Control Based on Deep Reinforcement Learning

To improve the path-tracking accuracy and motion stability of port Automated Guided Vehicles (AGVs), this paper proposes a centralized coupled control strategy for the lateral and longitudinal motion of AGVs based on deep reinforcement learning. The proposed strategy is developed based on a twodegree-of-freedom dynamic...