A Bayesian optimization approach to compute the Nash equilibria of potential games using bandit feedback

Anup Aprem, Stephen J. Roberts

Computing Nash equilibria for strategic multi-agent systems is challenging for expensive black box systems. Motivated by the ubiquity of games involving exploitation of common reso…