Stochastic Bandits with Linear Constraints

Stochastic Bandits with Linear Constraints

17 June 2020

Mohammad Ghavamzadeh

Peter L. Bartlett

Papers citing "Stochastic Bandits with Linear Constraints"

13 / 13 papers shown

Title
Constrained Online Decision-Making: A Unified Framework Haichen Hu David Simchi-Levi Navid Azizan 39 0 0 11 May 2025
Improved Regret Bounds for Online Fair Division with Bandit Learning Benjamin G. Schiffer Shirley Zhang 43 0 0 13 Jan 2025
Honor Among Bandits: No-Regret Learning for Online Fair Division Ariel D. Procaccia Benjamin Schiffer Shirley Zhang FaML 29 2 0 01 Jul 2024
Online Learning with Unknown Constraints Karthik Sridharan Seung Won Wilson Yoo 33 2 0 06 Mar 2024
Conservative Exploration for Policy Optimization via Off-Policy Policy Evaluation Paul Daoudi Mathias Formoso Othman Gaizi Achraf Azize Evrard Garcelon OffRL 26 0 0 24 Dec 2023
Constrained Pure Exploration Multi-Armed Bandits with a Fixed Budget Fathima Zarin Faizal Jayakrishnan Nair 16 7 0 27 Nov 2022
Safe Linear Bandits over Unknown Polytopes Aditya Gangrade Tianrui Chen Venkatesh Saligrama 38 6 0 27 Sep 2022
Active Learning with Safety Constraints Romain Camilleri Andrew Wagenmaker Jamie Morgenstern Lalit P. Jain Kevin G. Jamieson 28 12 0 22 Jun 2022
Safety Aware Changepoint Detection for Piecewise i.i.d. Bandits Subhojyoti Mukherjee 21 1 0 27 May 2022
Learning Infinite-Horizon Average-Reward Markov Decision Processes with Constraints Liyu Chen R. Jain Haipeng Luo 62 25 0 31 Jan 2022
Best Arm Identification with Safety Constraints Zhenlin Wang Andrew Wagenmaker Kevin G. Jamieson 27 21 0 23 Nov 2021
Learning Policies with Zero or Bounded Constraint Violation for Constrained MDPs Tao-Wen Liu Ruida Zhou D. Kalathil P. R. Kumar Chao Tian 42 78 0 04 Jun 2021
Resourceful Contextual Bandits Ashwinkumar Badanidiyuru John Langford Aleksandrs Slivkins 40 117 0 27 Feb 2014