Optimally Confident UCB: Improved Regret for Finite-Armed Bandits

28 July 2015

Papers citing "Optimally Confident UCB: Improved Regret for Finite-Armed Bandits"

8 / 8 papers shown

Title
Conservative Bandits Yifan Wu R. Shariff Tor Lattimore Csaba Szepesvári 187 99 0 13 Feb 2016
Algorithms for multi-armed bandit problems Volodymyr Kuleshov Doina Precup 134 350 0 25 Feb 2014
lil' UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits Kevin Jamieson Matthew Malloy Robert D. Nowak Sébastien Bubeck 84 415 0 27 Dec 2013
Kullback-Leibler upper confidence bounds for optimal sequential allocation Olivier Cappé Aurélien Garivier Odalric-Ambrym Maillard Rémi Munos Gilles Stoltz 120 395 0 03 Oct 2012
Bandits with heavy tail Sébastien Bubeck Nicolò Cesa-Bianchi Gábor Lugosi 184 290 0 08 Sep 2012
Thompson Sampling: An Asymptotically Optimal Finite Time Analysis E. Kaufmann N. Korda Rémi Munos 157 588 0 18 May 2012
A Finite-Time Analysis of Multi-armed Bandits Problems with Kullback-Leibler Divergences Odalric-Ambrym Maillard Rémi Munos Gilles Stoltz 90 146 0 29 May 2011
The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond Aurélien Garivier Olivier Cappé 166 612 0 12 Feb 2011