Generalized Thompson Sampling for Sequential Decision-Making and Causal Inference

18 March 2013

Papers citing "Generalized Thompson Sampling for Sequential Decision-Making and Causal Inference"

18 / 18 papers shown

Title
Thompson Sampling for 1-Dimensional Exponential Family Bandits N. Korda E. Kaufmann Rémi Munos 79 155 0 12 Jul 2013
(More) Efficient Reinforcement Learning via Posterior Sampling Ian Osband Daniel Russo Benjamin Van Roy 144 535 0 04 Jun 2013
Cover Tree Bayesian Reinforcement Learning Nikolaos Tziortziotis Christos Dimitrakakis K. Blekas OffRL BDL 88 21 0 08 May 2013
ABC Reinforcement Learning Christos Dimitrakakis Nikolaos Tziortziotis BDL OffRL 66 6 0 27 Mar 2013
Monte-Carlo utility estimates for Bayesian reinforcement learning Christos Dimitrakakis 63 4 0 11 Mar 2013
Thompson Sampling in Switching Environments with Bayesian Online Change Point Detection J. Mellor J. Shapiro 87 40 0 15 Feb 2013
Learning to Optimize Via Posterior Sampling Daniel Russo Benjamin Van Roy 231 703 0 11 Jan 2013
Kullback-Leibler upper confidence bounds for optimal sequential allocation Olivier Cappé Aurélien Garivier Odalric-Ambrym Maillard Rémi Munos Gilles Stoltz 134 395 0 03 Oct 2012
Thompson Sampling: An Asymptotically Optimal Finite Time Analysis E. Kaufmann N. Korda Rémi Munos 179 588 0 18 May 2012
Free Energy and the Generalized Optimality Equations for Sequential Decision Making Pedro A. Ortega Daniel A. Braun 64 13 0 17 May 2012
A Bayesian Sampling Approach to Exploration in Reinforcement Learning J. Asmuth Lihong Li Michael L. Littman A. Nouri David Wingate BDL 103 189 0 09 May 2012
Thermodynamics as a theory of decision-making with information processing costs Pedro A. Ortega Daniel A. Braun 108 263 0 29 Apr 2012
Bayesian Causal Induction Pedro A. Ortega 66 5 0 03 Nov 2011
A conversion between utility and information Pedro A. Ortega Daniel A. Braun 97 21 0 26 Nov 2009
A Bayesian Rule for Adaptive Control based on Causal Interventions Pedro A. Ortega Daniel A. Braun 103 23 0 26 Nov 2009
Dynamics of Bayesian Updating with Dependent Data and Misspecified Models C. Shalizi 112 151 0 11 Jan 2009
A Minimum Relative Entropy Principle for Learning and Acting Pedro A. Ortega Daniel A. Braun 140 125 0 20 Oct 2008
Causal inference using the algorithmic Markov condition Dominik Janzing Bernhard Schölkopf CML 163 307 0 23 Apr 2008