Socially Fair Reinforcement Learning

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Socially Fair Reinforcement Learning

26 August 2022

Debmalya Mandal

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Papers citing "Socially Fair Reinforcement Learning"

7 / 7 papers shown

Title
Fairness in Reinforcement Learning with Bisimulation Metrics S. Rezaei-Shoshtari Hanna Yurchyk Scott Fujimoto Doina Precup David Meger 150 0 0 03 Jan 2025
Scalable Multi-Objective Reinforcement Learning with Fairness Guarantees using Lorenz Dominance Dimitris Michailidis Willem Röpke D. Roijers Sennay Ghebreab Fernando P. Santos 111 0 0 27 Nov 2024
Fair Resource Allocation in Weakly Coupled Markov Decision Processes Xiaohui Tu Yossiri Adulyasak Nima Akbarzadeh Erick Delage 106 0 0 14 Nov 2024
Policy Aggregation Parand A. Alamdari Soroush Ebadian Ariel D. Procaccia OffRL 71 5 0 06 Nov 2024
Remembering to Be Fair: Non-Markovian Fairness in Sequential Decision Making P. A. Alamdari Toryn Q. Klassen Elliot Creager Sheila A. McIlraith 68 5 0 08 Dec 2023
Achieving Fairness in Multi-Agent Markov Decision Processes Using Reinforcement Learning Peizhong Ju A. Ghosh Ness B. Shroff 80 5 0 01 Jun 2023
Reinforcement Learning with Stepwise Fairness Constraints Zhun Deng He Sun Zhiwei Steven Wu Linjun Zhang David C. Parkes FaML OffRL 83 11 0 08 Nov 2022