CPIG: Leveraging Consistency Policy with Intention Guidance for Multi-agent Exploration

Yuqian Fu, Yuanheng Zhu, Haoran Li +3

Efficient exploration is crucial in cooperative multi-agent reinforcement learning (MARL), especially in sparse-reward settings. However, due to the reliance on the unimodal policy…