On Best-Arm Identification with a Fixed Budget in Non-Parametric Multi-Armed Bandits

30 September 2022

Papers citing "On Best-Arm Identification with a Fixed Budget in Non-Parametric Multi-Armed Bandits"

11 / 11 papers shown

Title
Top Two Algorithms Revisited Marc Jourdan Rémy Degenne Dorian Baudry R. D. Heide E. Kaufmann 42 42 0 13 Jun 2022
Suboptimal Performance of the Bayes Optimal Algorithm in Frequentist Best Arm Identification Junpei Komiyama 37 1 0 10 Feb 2022
Optimal Best Arm Identification in Two-Armed Bandits with a Fixed Budget under a Small Gap Masahiro Kato Kaito Ariu Masaaki Imaizumi and Masahiro Nomura Chao Qin 60 3 0 12 Jan 2022
Non-Asymptotic Pure Exploration by Solving Games Rémy Degenne Wouter M. Koolen Pierre Ménard 53 101 0 25 Jun 2019
KL-UCB-switch: optimal regret bounds for stochastic bandits from both a distribution-dependent and a distribution-free viewpoints Aurélien Garivier Hédi Hadiji Pierre Menard Gilles Stoltz 43 32 0 14 May 2018
Quantile-based optimization under uncertainties using adaptive Kriging surrogate models M. Moustapha Bruno Sudret A. Locatelli B. Guillaume AI4CE 59 112 0 29 May 2016
Simple Bayesian Algorithms for Best Arm Identification Daniel Russo 49 280 0 26 Feb 2016
Explore First, Exploit Next: The True Shape of Regret in Bandit Problems Aurélien Garivier Pierre Ménard Gilles Stoltz 42 212 0 23 Feb 2016
Optimal Best Arm Identification with Fixed Confidence Aurélien Garivier E. Kaufmann 95 342 0 15 Feb 2016
On the Complexity of Best Arm Identification in Multi-Armed Bandit Models E. Kaufmann Olivier Cappé Aurélien Garivier 156 1,025 0 16 Jul 2014
Kullback-Leibler upper confidence bounds for optimal sequential allocation Olivier Cappé Aurélien Garivier Odalric-Ambrym Maillard Rémi Munos Gilles Stoltz 96 395 0 03 Oct 2012