Linear Convergence of Entropy-Regularized Natural Policy Gradient with Linear Function Approximation

8 June 2021

Papers citing "Linear Convergence of Entropy-Regularized Natural Policy Gradient with Linear Function Approximation"

8 / 8 papers shown

Title
Ordering-based Conditions for Global Convergence of Policy Gradient Methods Jincheng Mei Bo Dai Alekh Agarwal Mohammad Ghavamzadeh Csaba Szepesvári Dale Schuurmans 55 4 0 02 Apr 2025
Optimal Rates of Convergence for Entropy Regularization in Discounted Markov Decision Processes Johannes Muller Semih Cayci 29 0 0 06 Jun 2024
Regularized Q-Learning with Linear Function Approximation Jiachen Xi Alfredo Garcia P. Momcilovic 25 2 0 26 Jan 2024
Provably Robust Temporal Difference Learning for Heavy-Tailed Rewards Semih Cayci A. Eryilmaz 18 2 0 20 Jun 2023
Linear Convergence for Natural Policy Gradient with Log-linear Policy Parametrization Carlo Alfano Patrick Rebeschini 49 13 0 30 Sep 2022
Algorithm for Constrained Markov Decision Process with Linear Convergence E. Gladin Maksim Lavrik-Karmazin K. Zainullina Varvara Rudenko Alexander V. Gasnikov Martin Takáč 17 6 0 03 Jun 2022
On the Linear convergence of Natural Policy Gradient Algorithm S. Khodadadian P. Jhunjhunwala Sushil Mahavir Varma S. T. Maguluri 30 56 0 04 May 2021
Policy Mirror Descent for Reinforcement Learning: Linear Convergence, New Sampling Complexity, and Generalized Problem Classes Guanghui Lan 87 136 0 30 Jan 2021