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Model-based Reinforcement Learning and the Eluder Dimension
2 references·4 citing·15 second hop
Model-based Reinforcement Learning and the Eluder Dimension (2014)Model-based Reinforcement Learning and th…Improved Algorithms for Linear Stochastic Bandits (2011)Improved Algorithms for Linea…Near-optimal Regret Bounds for Reinforcement Learning (2010)Near-optimal Regret Bounds fo…Improved Regret Bounds for Thompson Sampling in Linear Quadratic Control Problems (2018)Improved Regret Bounds for Th…On Thompson Sampling and Asymptotic Optimality (2017)On Thompson Sampling and Asym…Bootstrapped Thompson Sampling and Deep Exploration (2015)Bootstrapped Thompson Samplin…Thompson Sampling for Learning Parameterized Markov Decision Processes (2014)Thompson Sampling for Learnin…Further Optimal Regret Bounds for Thompson Sampling (2012)Learning to Optimize via Posterior Sampling (2014)Finite-time Analysis of the Multiarmed Bandit Problem (2002)The Nonstochastic Multiarmed Bandit Problem (2002)Regret Bounds for the Adaptive Control of Linear Quadratic Systems (2011)Confronting Deep Uncertainties in Risk Analysis (2012)A Tutorial on Thompson Sampling (2018)Some aspects of the sequential design of experiments (1952)Prediction, Learning, and Games (2006)Introduction to Multi-Armed Bandits (2019)An Empirical Evaluation of Thompson Sampling (2011)Analysis of Thompson Sampling for the multi-armed bandit problem (2011)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)Thompson Sampling for Contextual Bandits with Linear Payoffs (2012)Learning Linear-Quadratic Regulators Efficiently with only $\sqrt{T}$ Regret (2019)
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References

  • 2011Improved Algorithms for Linear Stochastic Bandits860 cited
  • 2010Near-optimal Regret Bounds for Reinforcement Learning718 cited

Cited by

  • 2018Improved Regret Bounds for Thompson Sampling in Linear Quadratic Control Problems62 cited
  • 2014Thompson Sampling for Learning Parameterized Markov Decision Processes61 cited
  • 2017On Thompson Sampling and Asymptotic Optimality59 cited
  • 2015Bootstrapped Thompson Sampling and Deep Exploration53 cited

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