Federated Q-Learning: Linear Regret Speedup with Low Communication Cost

Zhong Zheng, Fengyu Gao, Lingzhou Xue +1

In this paper, we consider federated reinforcement learning for tabular episodic Markov Decision Processes (MDP) where, under the coordination of a central server, multiple agents…