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 80 0 0 01 Apr 2025
Using Simple Incentives to Improve Two-Sided Fairness in Ridesharing Systems Ashwin Kumar Yevgeniy Vorobeychik William Yeoh 50 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 94 15 0 20 May 2022
Reinforcement Learning for Ridesharing: An Extended Survey Zhiwei Qin Hongtu Zhu Jieping Ye 148 87 0 03 May 2021
Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning Matthieu Zimmer Claire Glanois Umer Siddique Paul Weng OffRL 164 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 65 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 142 824 0 19 Mar 2020
Neural Approximate Dynamic Programming for On-Demand Ride-Pooling Sanket Shah Meghna Lowalekar Pradeep Varakantham 75 82 0 20 Nov 2019
Learning Fairness in Multi-Agent Systems Jiechuan Jiang Zongqing Lu 70 71 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 601 4,414 0 23 Aug 2019
Mitigating Bias in Algorithmic Hiring: Evaluating Claims and Practices Manish Raghavan Solon Barocas Jon M. Kleinberg K. Levy MLAU FaML 94 531 0 21 Jun 2019
Smart "Predict, then Optimize" Adam N. Elmachtoub Paul Grigas 104 609 0 22 Oct 2017
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 236 4,342 0 07 Oct 2016
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 196 7,688 0 22 Sep 2015
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 137 12,284 0 19 Dec 2013