The congestion game is a powerful model that encompasses a range of engineering
systems such as traffic networks and resource allocation. It describes the behavior of a …

In this work, we study potential games and Markov potential games under stochastic cost
and bandit feedback. We propose a variant of the Frank-Wolfe algorithm with sufficient …

This paper examines the convergence properties of a class of learning schemes for concave
N-person games–that is, games with convex action spaces and individually concave payoff …