Welfare and Fairness in Multi-objective Reinforcement Learning

Welfare and Fairness in Multi-objective Reinforcement Learning

30 November 2022

Papers citing "Welfare and Fairness in Multi-objective Reinforcement Learning"

11 / 11 papers shown

Title
Scalable Multi-Objective Reinforcement Learning with Fairness Guarantees using Lorenz Dominance Dimitris Michailidis Willem Röpke D. Roijers Sennay Ghebreab Fernando P. Santos 70 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
Multi-objective Reinforcement Learning: A Tool for Pluralistic Alignment Peter Vamplew Conor F. Hayes Cameron Foale Richard Dazeley Hadassah Harland 45 0 0 15 Oct 2024
State-of-the-art in Robot Learning for Multi-Robot Collaboration: A Comprehensive Survey Bin Wu C. S. Suh 3DV 47 2 0 03 Aug 2024
Learning in Multi-Objective Public Goods Games with Non-Linear Utilities Nicole Orzan Erman Acar Davide Grossi Patrick Mannion Roxana Ruadulescu 13 0 0 01 Aug 2024
The Max-Min Formulation of Multi-Objective Reinforcement Learning: From Theory to a Model-Free Algorithm Giseung Park Woohyeon Byeon Seongmin Kim Elad Havakuk Amir Leshem Youngchul Sung 27 2 0 12 Jun 2024
An Empirical Investigation of Value-Based Multi-objective Reinforcement Learning for Stochastic Environments Kewen Ding Peter Vamplew Cameron Foale Richard Dazeley 30 1 0 06 Jan 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
Fairness in Preference-based Reinforcement Learning Umer Siddique Abhinav Sinha Yongcan Cao 19 4 0 16 Jun 2023
Distributional Reinforcement Learning with Dual Expectile-Quantile Regression Sami Jullien Romain Deffayet J. Renders Paul T. Groth Maarten de Rijke OOD 77 1 0 26 May 2023