works on
convergence analysis 1entropy regularization 1newton-raphson method 1regularized policy iteration 1reinforcement learning 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

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

Zeyang Li, Chuxiong Hu, Yunan Wang +4

The paper shows that regularized policy iteration in reinforcement learning is mathematically equivalent to applying the Newton‑Raphson method to a smoothed Bellman equation, provi…