Socially Fair Reinforcement Learning

26 August 2022

Papers citing "Socially Fair Reinforcement Learning"

8 / 8 papers shown

Title
Fairness in Reinforcement Learning with Bisimulation Metrics S. Rezaei-Shoshtari Hanna Yurchyk Scott Fujimoto Doina Precup D. Meger 82 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 65 0 0 27 Nov 2024
Fair Resource Allocation in Weakly Coupled Markov Decision Processes Xiaohui Tu Yossiri Adulyasak Nima Akbarzadeh Erick Delage 44 0 0 14 Nov 2024
Policy Aggregation Parand A. Alamdari Soroush Ebadian Ariel D. Procaccia OffRL 24 4 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 13 4 0 08 Dec 2023
Achieving Fairness in Multi-Agent Markov Decision Processes Using Reinforcement Learning Peizhong Ju A. Ghosh Ness B. Shroff 30 4 0 01 Jun 2023
Reinforcement Learning with Stepwise Fairness Constraints Zhun Deng He Sun Zhiwei Steven Wu Linjun Zhang David C. Parkes FaML OffRL 40 11 0 08 Nov 2022
Achieving User-Side Fairness in Contextual Bandits Wen Huang Kevin Labille Xintao Wu Dongwon Lee Neil T. Heffernan FaML 81 18 0 22 Oct 2020