Budget-Constrained Bandits over General Cost and Reward Distributions

29 February 2020

Papers citing "Budget-Constrained Bandits over General Cost and Reward Distributions"

17 / 17 papers shown

Title
Bayesian Optimization for Unknown Cost-Varying Variable Subsets with No-Regret Costs Vu Viet Hoang Quoc Anh Hoang Nguyen Hung Tran The 89 0 0 20 Dec 2024
Directional Optimism for Safe Linear Bandits Spencer Hutchinson Berkay Turan M. Alizadeh 24 8 0 29 Aug 2023
Clustered Linear Contextual Bandits with Knapsacks Yichuan Deng M. Mamakos Zhao Song 24 0 0 21 Aug 2023
On Collaboration in Distributed Parameter Estimation with Resource Constraints Y. Chen Daniel S. Menasché Don Towsley 52 0 0 12 Jul 2023
Provably Robust Temporal Difference Learning for Heavy-Tailed Rewards Semih Cayci A. Eryilmaz 33 2 0 20 Jun 2023
Budgeted Multi-Armed Bandits with Asymmetric Confidence Intervals Marco Heyden Vadim Arzamasov Edouard Fouché Klemens Bohm 6 0 0 12 Jun 2023
Balancing Risk and Reward: An Automated Phased Release Strategy Yufan Li Jialiang Mao Iavor Bojinov 16 0 0 16 May 2023
MADDM: Multi-Advisor Dynamic Binary Decision-Making by Maximizing the Utility Zhaori Guo Timothy J. Norman E. Gerding 19 0 0 15 May 2023
A Lyapunov-Based Methodology for Constrained Optimization with Bandit Feedback Semih Cayci Yilin Zheng A. Eryilmaz 26 10 0 09 Jun 2021
Making the most of your day: online learning for optimal allocation of time Etienne Boursier Tristan Garrec Vianney Perchet M. Scarsini 11 0 0 16 Feb 2021
An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints Xin Liu Bin Li P. Shi Lei Ying 26 44 0 10 Feb 2021
Multi-Armed Bandits with Censored Consumption of Resources Viktor Bengs Eyke Hüllermeier 33 2 0 02 Nov 2020
POND: Pessimistic-Optimistic oNline Dispatching Xin Liu Bin Li P. Shi Lei Ying 11 13 0 20 Oct 2020
Continuous-Time Multi-Armed Bandits with Controlled Restarts Semih Cayci A. Eryilmaz R. Srikant 10 4 0 30 Jun 2020
Group-Fair Online Allocation in Continuous Time Semih Cayci Swati Gupta A. Eryilmaz FaML 32 19 0 11 Jun 2020
ROI Maximization in Stochastic Online Decision-Making Nicolò Cesa-Bianchi Tommaso Cesari Yishay Mansour Vianney Perchet 12 4 0 28 May 2019
Resourceful Contextual Bandits Ashwinkumar Badanidiyuru John Langford Aleksandrs Slivkins 45 117 0 27 Feb 2014