Conservative Equilibrium Discovery in Offline Game-Theoretic Multiagent Reinforcement Learning

Austin A. Nguyen, Michael P. Wellman

Offline learning of strategies takes data efficiency to its extreme by restricting algorithms to a fixed dataset of state-action trajectories. We consider the problem in a mixed-mo…