Mean-Field Sampling for Cooperative Multi-Agent Reinforcement Learning

TL;DR

Designing efficient algorithms for multi-agent reinforcement learning (MARL) is fundamentally challenging because the size of the joint state and action spaces grows exponentially in the number of age…

Opening excerpt from the authors’ abstract. source