DECAF: Learning to be Fair in Multi-agent Resource Allocation

6 February 2025

Papers citing "DECAF: Learning to be Fair in Multi-agent Resource Allocation"

15 / 15 papers shown

Title
Remember, but also, Forget: Bridging Myopic and Perfect Recall Fairness with Past-Discounting Ashwin Kumar William Yeoh 54 0 0 01 Apr 2025
Using Simple Incentives to Improve Two-Sided Fairness in Ridesharing Systems Ashwin Kumar Yevgeniy Vorobeychik William Yeoh 31 6 0 25 Mar 2023
Survey on Fair Reinforcement Learning: Theory and Practice Pratik Gajane A. Saxena M. Tavakol George Fletcher Mykola Pechenizkiy FaML OffRL 67 14 0 20 May 2022
Reinforcement Learning for Ridesharing: An Extended Survey Zhiwei Qin Hongtu Zhu Jieping Ye 76 85 0 03 May 2021
Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning Matthieu Zimmer Claire Glanois Umer Siddique Paul Weng OffRL 130 60 0 17 Dec 2020
Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning with Average and Discounted Rewards Umer Siddique Paul Weng Matthieu Zimmer FaML OffRL 36 87 0 18 Aug 2020
Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Tabish Rashid Mikayel Samvelyan Christian Schroeder de Witt Gregory Farquhar Jakob N. Foerster Shimon Whiteson 94 801 0 19 Mar 2020
Neural Approximate Dynamic Programming for On-Demand Ride-Pooling Sanket Shah Meghna Lowalekar Pradeep Varakantham 60 81 0 20 Nov 2019
Learning Fairness in Multi-Agent Systems Jiechuan Jiang Zongqing Lu 40 70 0 31 Oct 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 550 4,333 0 23 Aug 2019
Mitigating Bias in Algorithmic Hiring: Evaluating Claims and Practices Manish Raghavan Solon Barocas Jon M. Kleinberg K. Levy MLAU FaML 60 523 0 21 Jun 2019
Smart "Predict, then Optimize" Adam N. Elmachtoub Paul Grigas 67 594 0 22 Oct 2017
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 211 4,305 0 07 Oct 2016
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 156 7,623 0 22 Sep 2015
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 117 12,223 0 19 Dec 2013