Multi-Agent Reinforcement Learning with a Hierarchy of Reward Machines

Xuejing Zheng, Chao Yu

In this paper, we study the cooperative Multi-Agent Reinforcement Learning (MARL) problems using Reward Machines (RMs) to specify the reward functions such that the prior knowledge…