Optimality of Thompson Sampling for Gaussian Bandits Depends on Priors

8 November 2013

Papers citing "Optimality of Thompson Sampling for Gaussian Bandits Depends on Priors"

14 / 14 papers shown

Title
A General Recipe for the Analysis of Randomized Multi-Armed Bandit Algorithms Dorian Baudry Kazuya Suzuki Junya Honda 37 5 0 10 Mar 2023
Evaluating COVID-19 vaccine allocation policies using Bayesian $m$ -top exploration Alexandra Cimpean T. Verstraeten L. Willem N. Hens Ann Nowé Pieter J. K. Libin 26 2 0 30 Jan 2023
Gaussian Imagination in Bandit Learning Yueyang Liu Adithya M. Devraj Benjamin Van Roy Kuang Xu 45 7 0 06 Jan 2022
Metadata-based Multi-Task Bandits with Bayesian Hierarchical Models Runzhe Wan Linjuan Ge Rui Song 40 28 0 13 Aug 2021
Metalearning Linear Bandits by Prior Update Amit Peleg Naama Pearl Ron Meir 63 18 0 12 Jul 2021
Meta Dynamic Pricing: Transfer Learning Across Experiments Hamsa Bastani D. Simchi-Levi Ruihao Zhu 56 89 0 28 Feb 2019
Leveraging Statistical Multi-Agent Online Planning with Emergent Value Function Approximation Thomy Phan Lenz Belzner Thomas Gabor Kyrill Schmid OffRL 37 15 0 17 Apr 2018
A Scale Free Algorithm for Stochastic Bandits with Bounded Kurtosis Tor Lattimore 40 19 0 27 Mar 2017
On Bayesian index policies for sequential resource allocation E. Kaufmann 48 84 0 06 Jan 2016
A Survey of Online Experiment Design with the Stochastic Multi-Armed Bandit Giuseppe Burtini Jason L. Loeppky Ramon Lawrence 46 119 0 02 Oct 2015
Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays Junpei Komiyama Junya Honda Hiroshi Nakagawa 32 134 0 02 Jun 2015
Asymptotic Behavior of Minimal-Exploration Allocation Policies: Almost Sure, Arbitrarily Slow Growing Regret Wesley Cowan M. Katehakis 46 14 0 12 May 2015
An Asymptotically Optimal Policy for Uniform Bandits of Unknown Support Wesley Cowan M. Katehakis 34 27 0 08 May 2015
Normal Bandits of Unknown Means and Variances: Asymptotic Optimality, Finite Horizon Regret Bounds, and a Solution to an Open Problem Wesley Cowan Junya Honda M. Katehakis 37 22 0 22 Apr 2015