Model-Free Robust Average-Reward Reinforcement Learning

Model-Free Robust Average-Reward Reinforcement Learning

17 May 2023

Alvaro Velasquez

Ashley Prater-Bennette

Papers citing "Model-Free Robust Average-Reward Reinforcement Learning"

7 / 7 papers shown

Title
Constrained Reinforcement Learning Under Model Mismatch Zhongchang Sun Sihong He Fei Miao Shaofeng Zou 38 4 0 02 May 2024
Explicit Lipschitz Value Estimation Enhances Policy Robustness Against Perturbation Xulin Chen Ruipeng Liu Garret E. Katz 37 0 0 22 Apr 2024
Robust Average-Reward Markov Decision Processes Yue Wang Alvaro Velasquez George K. Atia Ashley Prater-Bennette Shaofeng Zou 31 11 0 02 Jan 2023
Robust $Q$ -learning Algorithm for Markov Decision Processes under Wasserstein Uncertainty Ariel Neufeld J. Sester OOD 26 14 0 30 Sep 2022
Policy Gradient Method For Robust Reinforcement Learning Yue Wang Shaofeng Zou 81 67 0 15 May 2022
Learning Infinite-Horizon Average-Reward Markov Decision Processes with Constraints Liyu Chen R. Jain Haipeng Luo 38 25 0 31 Jan 2022
Online Robust Reinforcement Learning with Model Uncertainty Yue Wang Shaofeng Zou OOD OffRL 68 96 0 29 Sep 2021