Bridging the Gap between Newton-Raphson Method and Regularized Policy Iteration

Zeyang Li, Chuxiong Hu, Yunan Wang +4

Regularization is a cornerstone of modern reinforcement learning. Regularized policy iteration (RPI) provides a fundamental scheme for solving regularized Markov decision processes…