Greedy based Value Representation for Optimal Coordination in Multi-agent Reinforcement Learning

Lipeng Wan, Zeyang Liu, Xingyu Chen, Xuguang Lan, Nanning Zheng

Abstract: Due to the representation limitation of the joint Q value function, multi-agent reinforcement learning methods with linear value decomposition (LVD) or monotonic value decomposition (MVD) suffer fr...