Convergence Analysis of Gradient-Based Learning in Continuous Games

Benjamin Chasnov, Lillian J. Ratliff, Eric Mazumdar, Samuel Burden

Abstract: Considering a class of gradient-based multi-agent learning algorithms in non-cooperative settings, we provide convergence guarantees to a neighborhood of a stable Nash equilibrium. In particular, w...