Iterative Empirical Game Solving via Single Policy Best Response

Max Olan Smith, Thomas Anthony, Michael P. Wellman

Policy-Space Response Oracles (PSRO) is a general algorithmic framework for learning policies in multiagent systems by interleaving empirical game analysis with deep reinforcement…