Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL

Siyi Hu, Chuanlong Xie, Xiaodan Liang +1

Cooperative multi-agent reinforcement learning (MARL) is making rapid progress for solving tasks in a grid world and real-world scenarios, in which agents are given different attri…