Yifei Min

Cooperative Multi-Agent Reinforcement Learning: Asynchronous Communication and Linear Function Approximation

2023 · arXiv (Cornell University)

We study multi-agent reinforcement learning in the setting of episodic Markov decision processes, where multiple agents cooperate via communication through a central server. We propose a provably efficient algorithm based on value iteration that enable …