Towards Scaling Reinforcement Learning to Massive Populations: Learning Mean-Field Representations

Aditya Makkar, Benjamin Unger, Jeongyeol Kwon +3

Modern multi-agent systems are increasingly deployed at scale over large populations of agents in settings such as ad-auctions, traffic routing, and recommendation systems. The dom…