Convergence of Multi-Scale Reinforcement Q-Learning Algorithms for Mean Field Game and Control Problems

Andrea Angiuli, Jean-Pierre Fouque, Mathieu Laurière +1

We establish the convergence of the unified two-timescale Reinforcement Learning (RL) algorithm presented in a previous work by Angiuli et al. This algorithm provides solutions to…