Thompson Sampling in Non-Episodic Restless Bandits

12 October 2019

Papers citing "Thompson Sampling in Non-Episodic Restless Bandits"

8 / 8 papers shown

Title
Planning and Learning in Risk-Aware Restless Multi-Arm Bandit Problem Nima Akbarzadeh Erick Delage Yossiri Adulyasak 168 0 0 30 Oct 2024
Regret Bounds for Thompson Sampling in Episodic Restless Bandit Problems Young Hun Jung Ambuj Tewari 64 44 0 29 May 2019
Learning Unknown Markov Decision Processes: A Thompson Sampling Approach Ouyang Yi Mukul Gagrani A. Nayyar R. Jain 49 128 0 14 Sep 2017
Near-optimal Reinforcement Learning in Factored MDPs Ian Osband Benjamin Van Roy 99 124 0 15 Mar 2014
Learning to Optimize Via Posterior Sampling Daniel Russo Benjamin Van Roy 203 703 0 11 Jan 2013
Regret Bounds for Restless Markov Bandits R. Ortner D. Ryabko P. Auer Rémi Munos 104 117 0 12 Sep 2012
Online Learning of Rested and Restless Bandits Cem Tekin M. Liu 117 202 0 17 Feb 2011
Learning in A Changing World: Restless Multi-Armed Bandit with Unknown Dynamics Haoyang Liu Keqin Liu Qing Zhao 120 159 0 22 Nov 2010