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Socially Fair Reinforcement Learning
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Socially Fair Reinforcement Learning

Debmalya Mandal
Jiarui Gan
ArXiv (abs)PDFHTML

Papers citing "Socially Fair Reinforcement Learning"

7 / 7 papers shown
Title
Fairness in Reinforcement Learning with Bisimulation Metrics
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
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
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
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
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
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
Reinforcement Learning with Stepwise Fairness Constraints
Zhun Deng
He Sun
Zhiwei Steven Wu
Linjun Zhang
David C. Parkes
FaMLOffRL
83
11
0
08 Nov 2022

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