Hierarchical Reinforcement Learning for Swarm Confrontation with High Uncertainty

Qizhen Wu, Kexin Liu, Lei Chen +1

In swarm robotics, confrontation including the pursuit-evasion game is a key scenario. High uncertainty caused by unknown opponents' strategies, dynamic obstacles, and insufficient…