Peng Ge

Large Scale Pursuit-Evasion Under Collision Avoidance Using Deep Reinforcement Learning

This paper examines a pursuit-evasion game (PEG) involving multiple pursuers and evaders. The decentralized pursuers aim to collaborate to capture the faster evaders while avoiding collisions. The policies of all agents are learning-based and are subjected to kinematic constraints that are specific…