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Gap-free Bounds for Stochastic Multi-Armed Bandit · Study

WorkGap-free Bounds for Stochastic Multi-Armed Bandit

Anatoli Juditsky2008

Work2008

Gap-free Bounds for Stochastic Multi-Armed Bandit

Anatoli Juditsky · Alexander Nazin · Alexandre B. Tsybakov · Nicolas Vayatis

26 citations·0/0 files stored·IFAC Proceedings Volumes

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Advanced Bandit Algorithms Research Reinforcement Learning in Robotics Optimization and Search Problems

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References

2002Finite-time Analysis of the Multiarmed Bandit Problem 2006Prediction, Learning, and Games 2002The Nonstochastic Multiarmed Bandit Problem 1952Some aspects of the sequential design of experiments 1997Exponentiated Gradient versus Gradient Descent for Linear Predictors 2007Tuning Bandit Algorithms in Stochastic Environments 1960An Asymptotic Minimax Theorem for the Two Armed Bandit Problem 2005Incomplete information and internal regret in prediction of individual sequences

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2020Bandit Algorithmsbook · 5 shared references 2019Online Learning: A Modern Introduction Using Convex Optimizationpreprint · 5 shared references 2014One Practical Algorithm for Both Stochastic and Adversarial Banditsother · 5 shared references 2019Multi-Armed Bandits: Theory and Applications to Online Learning in Networksarticle · 5 shared references 2006Prediction, Learning, and Gamesbook · 4 shared references 2012Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problemsbook · 4 shared references

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Year2008

Typeother

Published2008-01-01

VenueIFAC Proceedings Volumes

ISSN-L1474-6670

Languageen

Citations26

Files0 public / 0

ShelfAdvanced Bandit Algorithms Research

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doi10.3182/20080706-5-kr-1001.01959

openalex_workW2044244166

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