Multi-objective Bandits: Optimizing the Generalized Gini Index

15 June 2017

Papers citing "Multi-objective Bandits: Optimizing the Generalized Gini Index"

9 / 9 papers shown

Title
Provably Efficient Multi-Objective Bandit Algorithms under Preference-Centric Customization Linfeng Cao Ming Shi Ness B. Shroff 51 0 0 20 Feb 2025
Sequential Learning of the Pareto Front for Multi-objective Bandits Elise Crépon Aurélien Garivier Wouter M. Koolen 52 1 0 29 Jan 2025
Promptable Behaviors: Personalizing Multi-Objective Rewards from Human Preferences Minyoung Hwang Luca Weihs Chanwoo Park Kimin Lee Aniruddha Kembhavi Kiana Ehsani 40 18 0 14 Dec 2023
Fairness in Preference-based Reinforcement Learning Umer Siddique Abhinav Sinha Yongcan Cao 21 4 0 16 Jun 2023
Pareto Regret Analyses in Multi-objective Multi-armed Bandit Mengfan Xu Diego Klabjan 27 7 0 01 Dec 2022
Optimizing generalized Gini indices for fairness in rankings Virginie Do Nicolas Usunier 15 29 0 02 Apr 2022
Multi-Armed Bandits with Censored Consumption of Resources Viktor Bengs Eyke Hüllermeier 33 2 0 02 Nov 2020
Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning with Average and Discounted Rewards Umer Siddique Paul Weng Matthieu Zimmer FaML OffRL 22 84 0 18 Aug 2020
Blackwell Approachability and Low-Regret Learning are Equivalent Jacob D. Abernethy Peter L. Bartlett Elad Hazan 86 117 0 08 Nov 2010