Towards Return Parity in Markov Decision Processes

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Towards Return Parity in Markov Decision Processes

19 November 2021

Xinyi Dai

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Papers citing "Towards Return Parity in Markov Decision Processes"

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Title
Long-Term Fairness Inquiries and Pursuits in Machine Learning: A Survey of Notions, Methods, and Challenges Usman Gohar Zeyu Tang Jialu Wang Kun Zhang Peter Spirtes Yang Liu Lu Cheng FaML 124 4 0 10 Jun 2024
Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate Yuancheng Xu Chenghao Deng Yanchao Sun Ruijie Zheng Xiyao Wang Jieyu Zhao Furong Huang 69 4 0 07 Sep 2023
Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems Eric Yang Yu Zhizhen Qin Min Kyung Lee Sicun Gao OffRL 84 16 0 22 Oct 2022
Achievement and Fragility of Long-term Equitability Andrea Simonetto Ivano Notarnicola 45 1 0 24 Jun 2022