Learning Fairness in Multi-Agent Systems

31 October 2019

Papers citing "Learning Fairness in Multi-Agent Systems"

14 / 14 papers shown

Title
HypRL: Reinforcement Learning of Control Policies for Hyperproperties Tzu-Han Hsu Arshia Rafieioskouei Borzoo Bonakdarpour 36 0 0 07 Apr 2025
DECAF: Learning to be Fair in Multi-agent Resource Allocation Ashwin Kumar William Yeoh 87 1 0 06 Feb 2025
Fairness Aware Reinforcement Learning via Proximal Policy Optimization Gabriele La Malfa Jie M. Zhang Michael Luck Elizabeth Black 65 0 0 06 Feb 2025
Balancing Act: Prioritization Strategies for LLM-Designed Restless Bandit Rewards Shresth Verma Niclas Boehmer Lingkai Kong Milind Tambe 69 2 0 17 Jan 2025
Fairness in Reinforcement Learning with Bisimulation Metrics S. Rezaei-Shoshtari Hanna Yurchyk Scott Fujimoto Doina Precup D. Meger 77 0 0 03 Jan 2025
Fair Resource Allocation in Weakly Coupled Markov Decision Processes Xiaohui Tu Yossiri Adulyasak Nima Akbarzadeh Erick Delage 39 0 0 14 Nov 2024
Fairness in Reinforcement Learning: A Survey Anka Reuel Devin Ma OffRL FaML 31 4 0 11 May 2024
Fairness in Preference-based Reinforcement Learning Umer Siddique Abhinav Sinha Yongcan Cao 11 4 0 16 Jun 2023
Inequity aversion reduces travel time in the traffic light control problem Mersad Hassanjani Farinaz Alamiyan Harandi Pouria Ramazi 11 0 0 23 Feb 2023
Socially Fair Reinforcement Learning Debmalya Mandal Jiarui Gan OffRL 18 13 0 26 Aug 2022
Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game Zhiyuan Yao Zihan Ding OffRL 24 2 0 03 Jun 2022
Survey on Fair Reinforcement Learning: Theory and Practice Pratik Gajane A. Saxena M. Tavakol George Fletcher Mykola Pechenizkiy FaML OffRL 35 13 0 20 May 2022
Distributed Transmission Control for Wireless Networks using Multi-Agent Reinforcement Learning Collin Farquhar P. Kumar Anu Jagannath Jithin Jagannath AI4CE 22 2 0 13 May 2022
Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning with Average and Discounted Rewards Umer Siddique Paul Weng Matthieu Zimmer FaML OffRL 14 84 0 18 Aug 2020