Policy Optimization with Advantage Regularization for Long-Term Fairness
in Decision Systems

Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems

22 October 2022

Min Kyung Lee

Papers citing "Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems"

8 / 8 papers shown

Title
Fairness in Reinforcement Learning with Bisimulation Metrics S. Rezaei-Shoshtari Hanna Yurchyk Scott Fujimoto Doina Precup David Meger 97 0 0 03 Jan 2025
The Effects of Reward Misspecification: Mapping and Mitigating Misaligned Models Alexander Pan Kush S. Bhatia Jacob Steinhardt 58 174 0 10 Jan 2022
Stabilizing Neural Control Using Self-Learned Almost Lyapunov Critics Ya-Chien Chang Sicun Gao 50 58 0 11 Jul 2021
Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning with Average and Discounted Rewards Umer Siddique Paul Weng Matthieu Zimmer FaML OffRL 24 85 0 18 Aug 2020
Convergent Policy Optimization for Safe Reinforcement Learning Ming Yu Zhuoran Yang Mladen Kolar Zhaoran Wang 28 95 0 26 Oct 2019
The Social Cost of Strategic Classification S. Milli John Miller Anca Dragan Moritz Hardt 32 179 0 25 Aug 2018
Safe Exploration in Continuous Action Spaces Gal Dalal Krishnamurthy Dvijotham Matej Vecerík Todd Hester Cosmin Paduraru Yuval Tassa 30 435 0 26 Jan 2018
Constrained Policy Optimization Joshua Achiam David Held Aviv Tamar Pieter Abbeel 72 1,313 0 30 May 2017

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