Multi-Agent Reinforcement Learning with Submodular Reward

Wenjing Chen, Chengyuan Qian, Shuo Xing +2

In this paper, we study cooperative multi-agent reinforcement learning (MARL) where the joint reward exhibits submodularity, which is a natural property capturing diminishing margi…