Convergence and Connectivity: Dynamics of Multi-Agent Q-Learning in Random Networks

Dan Leonte, Aamal Hussain, Raphael Huser +2

Beyond specific settings, many multi-agent learning algorithms fail to converge to an equilibrium solution, instead displaying complex, non-stationary behaviours such as recurrent…