Learning Fair Policies in Decentralized Cooperative Multi-Agent
Reinforcement Learning

Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning

17 December 2020

Matthieu Zimmer

Papers citing "Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning"

12 / 12 papers shown

Title
HypRL: Reinforcement Learning of Control Policies for Hyperproperties Tzu-Han Hsu Arshia Rafieioskouei Borzoo Bonakdarpour 36 0 0 07 Apr 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
DECAF: Learning to be Fair in Multi-agent Resource Allocation Ashwin Kumar William Yeoh 87 1 0 06 Feb 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 26 4 0 11 May 2024
Fairness in Preference-based Reinforcement Learning Umer Siddique Abhinav Sinha Yongcan Cao 11 4 0 16 Jun 2023
MSRL: Distributed Reinforcement Learning with Dataflow Fragments Huanzhou Zhu Bo Zhao Gang Chen Weifeng Chen Yijie Chen Liang Shi Yaodong Yang Peter R. Pietzuch Lei Chen OffRL MoE 11 6 0 03 Oct 2022
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 32 13 0 20 May 2022
Optimizing generalized Gini indices for fairness in rankings Virginie Do Nicolas Usunier 11 29 0 02 Apr 2022
On the Sample Complexity of Actor-Critic Method for Reinforcement Learning with Function Approximation Harshat Kumar Alec Koppel Alejandro Ribeiro 99 79 0 18 Oct 2019