A Meta-Game Evaluation Framework for Deep Multiagent Reinforcement Learning

Zun Li, Michael P. Wellman

Evaluating deep multiagent reinforcement learning (MARL) algorithms is complicated by stochasticity in training and sensitivity of agent performance to the behavior of other agents…