Linear Convergence of Independent Natural Policy Gradient in Games with Entropy Regularization

Youbang Sun, Tao Liu, P. R. Kumar +1

This work focuses on the entropy-regularized independent natural policy gradient (NPG) algorithm in multi-agent reinforcement learning. In this work, agents are assumed to have acc…