Convergence of Actor-Critic Learning for Mean Field Games and Mean Field Control in Continuous Spaces

Jean-Pierre Fouque, Mathieu Laurière, Mengrui Zhang

We establish the convergence of the deep actor-critic reinforcement learning algorithm presented in [Angiuli et al., 2023a] in the setting of continuous state and action spaces wit…