A KL-LUCB Bandit Algorithm for Large-Scale Crowdsourcing

11 September 2017

Papers citing "A KL-LUCB Bandit Algorithm for Large-Scale Crowdsourcing"

6 / 6 papers shown

Title
The Simulator: Understanding Adaptive Sampling in the Moderate-Confidence Regime Max Simchowitz Kevin Jamieson Benjamin Recht 152 66 0 16 Feb 2017
On the Complexity of Best Arm Identification in Multi-Armed Bandit Models E. Kaufmann Olivier Cappé Aurélien Garivier 209 1,028 0 16 Jul 2014
lil' UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits Kevin Jamieson Matthew Malloy Robert D. Nowak Sébastien Bubeck 84 417 0 27 Dec 2013
Kullback-Leibler upper confidence bounds for optimal sequential allocation Olivier Cappé Aurélien Garivier Odalric-Ambrym Maillard Rémi Munos Gilles Stoltz 141 395 0 03 Oct 2012
A Finite-Time Analysis of Multi-armed Bandits Problems with Kullback-Leibler Divergences Odalric-Ambrym Maillard Rémi Munos Gilles Stoltz 101 146 0 29 May 2011
The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond Aurélien Garivier Olivier Cappé 204 615 0 12 Feb 2011