Near-optimal Optimistic Reinforcement Learning using Empirical Bernstein
Inequalities

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Near-optimal Optimistic Reinforcement Learning using Empirical Bernstein Inequalities

27 May 2019

Aristide C. Y. Tossou

Christos Dimitrakakis

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Papers citing "Near-optimal Optimistic Reinforcement Learning using Empirical Bernstein Inequalities"

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Title
Regret Minimization for Reinforcement Learning by Evaluating the Optimal Bias Function Zihan Zhang Xiangyang Ji 79 72 0 12 Jun 2019
Tight Regret Bounds for Model-Based Reinforcement Learning with Greedy Policies Yonathan Efroni Nadav Merlis Mohammad Ghavamzadeh Shie Mannor OffRL 109 68 0 27 May 2019
Non-Asymptotic Gap-Dependent Regret Bounds for Tabular MDPs Max Simchowitz Kevin Jamieson 67 147 0 09 May 2019
REGAL: A Regularization based Algorithm for Reinforcement Learning in Weakly Communicating MDPs Peter L. Bartlett Ambuj Tewari 101 286 0 09 May 2012
Empirical Bernstein Bounds and Sample Variance Penalization Andreas Maurer Massimiliano Pontil 418 545 0 21 Jul 2009