Decentralized Multi-Player Q-Learning in Episodic Markov Decision Processes with Information Asymmetry

Larissa Xu, King Bi, William Chang

We study decentralized multi-player reinforcement learning in episodic tabular Markov decision processes (MDPs) under three forms of information asymmetry: (A) unobserved actions w…