Generalized Risk-Aversion in Stochastic Multi-Armed Bandits

5 May 2014

Papers citing "Generalized Risk-Aversion in Stochastic Multi-Armed Bandits"

5 / 5 papers shown

Title
Exploration vs Exploitation vs Safety: Risk-averse Multi-Armed Bandits Nicolas Galichet Michèle Sebag O. Teytaud 88 115 0 06 Jan 2014
Risk-sensitive Reinforcement Learning Yun Shen Michael J. Tobia T. Sommer Klaus Obermayer 88 320 0 08 Nov 2013
Risk-sensitive Markov control processes Yun Shen W. Stannat Klaus Obermayer 76 90 0 28 Oct 2011
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 168 612 0 12 Feb 2011