Span-Based Optimal Sample Complexity for Average Reward MDPs

22 November 2023

Papers citing "Span-Based Optimal Sample Complexity for Average Reward MDPs"

4 / 4 papers shown

Title
Finding good policies in average-reward Markov Decision Processes without prior knowledge Adrienne Tuynman Rémy Degenne Emilie Kaufmann 15 2 0 27 May 2024
Reinforcement Learning for Infinite-Horizon Average-Reward Linear MDPs via Approximation by Discounted-Reward MDPs Kihyuk Hong Yufan Zhang Ambuj Tewari Dabeen Lee Ambuj Tewari 22 2 0 23 May 2024
Stochastic first-order methods for average-reward Markov decision processes Tianjiao Li Feiyang Wu Guanghui Lan 9 13 0 11 May 2022
Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes Chen-Yu Wei Mehdi Jafarnia-Jahromi Haipeng Luo Hiteshi Sharma R. Jain 103 99 0 15 Oct 2019