Average-reward model-free reinforcement learning: a systematic review
and literature mapping

Average-reward model-free reinforcement learning: a systematic review and literature mapping

18 October 2020

Papers citing "Average-reward model-free reinforcement learning: a systematic review and literature mapping"

11 / 11 papers shown

Title
Average Reward Reinforcement Learning for Omega-Regular and Mean-Payoff Objectives Milad Kazemi Mateo Perez Fabio Somenzi Sadegh Soudjani Ashutosh Trivedi Alvaro Velasquez 43 0 0 21 May 2025
A Finite-Sample Analysis of Distributionally Robust Average-Reward Reinforcement Learning Zachary Roch Chi Zhang George Atia Yue Wang 32 0 0 18 May 2025
Average-Reward Maximum Entropy Reinforcement Learning for Underactuated Double Pendulum Tasks Jean Seong Bjorn Choe Bumkyu Choi Jong-kook Kim 54 2 0 13 Sep 2024
NeoRL: Efficient Exploration for Nonepisodic RL Bhavya Sukhija Lenart Treven Florian Dorfler Stelian Coros Andreas Krause OffRL 41 0 0 03 Jun 2024
Full Gradient Deep Reinforcement Learning for Average-Reward Criterion Tejas Pagare Vivek Borkar Konstantin Avrachenkov 51 4 0 07 Apr 2023
Reducing Blackwell and Average Optimality to Discounted MDPs via the Blackwell Discount Factor Julien Grand-Clément Marko Petrik 44 14 0 31 Jan 2023
Average-Reward Reinforcement Learning with Trust Region Methods Xiaoteng Ma Xiao-Jing Tang Li Xia Jun Yang Qianchuan Zhao 29 16 0 07 Jun 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 390 1,980 0 04 May 2020
A Finite Time Analysis of Two Time-Scale Actor Critic Methods Yue Wu Weitong Zhang Pan Xu Quanquan Gu 104 147 0 04 May 2020
Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes Chen-Yu Wei Mehdi Jafarnia-Jahromi Haipeng Luo Hiteshi Sharma R. Jain 109 104 0 15 Oct 2019
A Batch, Off-Policy, Actor-Critic Algorithm for Optimizing the Average Reward Susan Murphy Yanzhen Deng Eric B. Laber H. Maei R. Sutton K. Witkiewitz OffRL 38 22 0 18 Jul 2016