Multi-Armed Bandits with Censored Consumption of Resources

2 November 2020

Eyke Hüllermeier

Papers citing "Multi-Armed Bandits with Censored Consumption of Resources"

20 / 20 papers shown

Title
A Survey of Methods for Automated Algorithm Configuration Elias Schede Jasmin Brandt Alexander Tornede Marcel Wever Viktor Bengs Eyke Hüllermeier Kevin Tierney 44 48 0 03 Feb 2022
Machine Learning for Online Algorithm Selection under Censored Feedback Alexander Tornede Viktor Bengs Eyke Hüllermeier 44 3 0 13 Sep 2021
A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option P. Sharoff Nishant A. Mehta Ravi Ganti 64 2 0 06 Mar 2020
Budget-Constrained Bandits over General Cost and Reward Distributions Semih Cayci A. Eryilmaz R. Srikant 31 31 0 29 Feb 2020
Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback Arun Verma M. Hanawal A. Rajkumar Raman Sankaran 28 16 0 04 Sep 2019
Introduction to Multi-Armed Bandits Aleksandrs Slivkins 218 999 0 15 Apr 2019
Automated Algorithm Selection: Survey and Perspectives P. Kerschke Holger H. Hoos Frank Neumann Heike Trautmann 17 376 0 28 Nov 2018
Preference-based Online Learning with Dueling Bandits: A Survey Viktor Bengs R. Busa-Fekete Adil El Mesaoudi-Paul Eyke Hüllermeier 59 112 0 30 Jul 2018
An Asymptotically Optimal Strategy for Constrained Multi-armed Bandit Problems H. Chang 51 8 0 03 May 2018
A Better Resource Allocation Algorithm with Semi-Bandit Feedback Y. Dagan K. Crammer 21 13 0 28 Mar 2018
Stochastic Bandit Models for Delayed Conversions Claire Vernade Olivier Cappé Vianney Perchet 18 94 0 28 Jun 2017
Multi-objective Bandits: Optimizing the Generalized Gini Index R. Busa-Fekete Balazs Szorenyi Paul Weng Shie Mannor 28 41 0 15 Jun 2017
Optimal Resource Allocation with Semi-Bandit Feedback Tor Lattimore K. Crammer Csaba Szepesvári 33 25 0 15 Jun 2014
Online Learning under Delayed Feedback Pooria Joulani András Gyorgy Csaba Szepesvári 44 278 0 04 Jun 2013
Bandits with Knapsacks Ashwinkumar Badanidiyuru Robert D. Kleinberg Aleksandrs Slivkins 56 429 0 11 May 2013
Kullback-Leibler upper confidence bounds for optimal sequential allocation Olivier Cappé Aurélien Garivier Odalric-Ambrym Maillard Rémi Munos Gilles Stoltz 70 394 0 03 Oct 2012
The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond Aurélien Garivier Olivier Cappé 89 613 0 12 Feb 2011
X-Armed Bandits Sébastien Bubeck Rémi Munos Gilles Stoltz Csaba Szepesvari 109 383 0 25 Jan 2010
Multi-Armed Bandits in Metric Spaces Robert D. Kleinberg Aleksandrs Slivkins E. Upfal 165 468 0 29 Sep 2008
Algorithm Selection as a Bandit Problem with Unbounded Losses M. Gagliolo Jürgen Schmidhuber 71 39 0 09 Jul 2008