Characterizing Nash Equilibrium in Regularized General-Sum Linear-Quadratic Games

The introduction of relative entropy regularization in general-sum N-agent linear-quadratic games confines the Nash equilibrium policies to the class of linear Gaussian policies. Furthermore, the uniqueness of the Nash equilibrium is guaranteed if the entropy regularization parameter is sufficiently large.