HCPO: Hierarchical Conductor-Based Policy Optimization in Multi-Agent Reinforcement Learning

Zejiao Liu, Junqi Tu, Yitian Hong +4

In cooperative Multi-Agent Reinforcement Learning (MARL), efficient exploration is crucial for optimizing the performance of joint policy. However, existing methods often update jo…