Policy Mirror Descent for Regularized Reinforcement Learning: A Generalized Framework with Linear Convergence

Wenhao Zhan, Shicong Cen, Baihe Huang +3

Policy optimization, which finds the desired policy by maximizing value functions via optimization techniques, lies at the heart of reinforcement learning (RL). In addition to valu…