Robust Average-Reward Markov Decision Processes

Robust Average-Reward Markov Decision Processes

2 January 2023

Alvaro Velasquez

Ashley Prater-Bennette

Papers citing "Robust Average-Reward Markov Decision Processes"

15 / 15 papers shown

Title
Qualitative Analysis of $ω$ -Regular Objectives on Robust MDPs Ali Asadi Krishnendu Chatterjee Ehsan Kafshdar Goharshady Mehrdad Karrabi Ali Shafiee 50 0 0 07 May 2025
Planning and Learning in Average Risk-aware MDPs Weikai Wang Erick Delage 53 0 0 22 Mar 2025
Playing against a stationary opponent Julien Grand-Clément Nicolas Vieille 48 0 0 19 Mar 2025
Finite-Sample Analysis of Policy Evaluation for Robust Average Reward Reinforcement Learning Yang Xu Washim Uddin Mondal Vaneet Aggarwal OffRL 43 1 0 24 Feb 2025
Constrained Reinforcement Learning Under Model Mismatch Zhongchang Sun Sihong He Fei Miao Shaofeng Zou 46 4 0 02 May 2024
Solving Robust MDPs through No-Regret Dynamics E. Guha 30 0 0 30 May 2023
Model-Free Robust Average-Reward Reinforcement Learning Yue Wang Alvaro Velasquez George Atia Ashley Prater-Bennette Shaofeng Zou 32 9 0 17 May 2023
Connected Superlevel Set in (Deep) Reinforcement Learning and its Application to Minimax Theorems Sihan Zeng Thinh T. Doan Justin Romberg OffRL 27 3 0 23 Mar 2023
Reducing Blackwell and Average Optimality to Discounted MDPs via the Blackwell Discount Factor Julien Grand-Clément Marko Petrik 33 13 0 31 Jan 2023
Single-Trajectory Distributionally Robust Reinforcement Learning Zhipeng Liang Xiaoteng Ma Jose H. Blanchet Jiheng Zhang Zhengyuan Zhou OOD OffRL 37 11 0 27 Jan 2023
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 57 25 0 31 Jan 2022
Twice regularized MDPs and the equivalence between robustness and regularization E. Derman M. Geist Shie Mannor 53 54 0 12 Oct 2021
Online Robust Reinforcement Learning with Model Uncertainty Yue Wang Shaofeng Zou OOD OffRL 76 97 0 29 Sep 2021
Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes Chen-Yu Wei Mehdi Jafarnia-Jahromi Haipeng Luo Hiteshi Sharma R. Jain 107 99 0 15 Oct 2019