Fast Global Convergence of Natural Policy Gradient Methods with Entropy Regularization

Shicong Cen, Chen Cheng, Yuxin Chen +2

Natural policy gradient (NPG) methods are among the most widely used policy optimization algorithms in contemporary reinforcement learning. This class of methods is often applied i…