Variational Regret Bounds for Reinforcement Learning

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Variational Regret Bounds for Reinforcement Learning

14 May 2019

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Papers citing "Variational Regret Bounds for Reinforcement Learning"

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Title
A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal, and Parameter-free Yifang Chen Chung-Wei Lee Haipeng Luo Chen-Yu Wei 130 134 0 03 Feb 2019
Selecting Near-Optimal Approximate State Representations in Reinforcement Learning R. Ortner Odalric-Ambrym Maillard D. Ryabko 143 27 0 12 May 2014
Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions Yasin Abbasi-Yadkori Peter L. Bartlett Csaba Szepesvári 97 86 0 12 Mar 2013
Regret Bounds for Restless Markov Bandits R. Ortner D. Ryabko P. Auer Rémi Munos 98 117 0 12 Sep 2012
REGAL: A Regularization based Algorithm for Reinforcement Learning in Weakly Communicating MDPs Peter L. Bartlett Ambuj Tewari 93 286 0 09 May 2012