Posterior Sampling for Large Scale Reinforcement Learning

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Posterior Sampling for Large Scale Reinforcement Learning

21 November 2017

Georgios Theocharous

Yasin Abbasi-Yadkori

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Papers citing "Posterior Sampling for Large Scale Reinforcement Learning"

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Title
Learning Unknown Markov Decision Processes: A Thompson Sampling Approach Ouyang Yi Mukul Gagrani A. Nayyar R. Jain 51 128 0 14 Sep 2017
Posterior Sampling for Reinforcement Learning Without Episodes Ian Osband Benjamin Van Roy OffRL 50 22 0 09 Aug 2016
Model-based Reinforcement Learning and the Eluder Dimension Ian Osband Benjamin Van Roy 92 190 0 07 Jun 2014
(More) Efficient Reinforcement Learning via Posterior Sampling Ian Osband Daniel Russo Benjamin Van Roy 146 535 0 04 Jun 2013
REGAL: A Regularization based Algorithm for Reinforcement Learning in Weakly Communicating MDPs Peter L. Bartlett Ambuj Tewari 98 286 0 09 May 2012