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A linear response bandit problem
15 references·1 citing·27 second hop
A linear response bandit problem (2013)A linear response bandit problemLinearly Parameterized Bandits (2010)Linearly Parameterized BanditsContextual Multi-Armed Bandits (2010)Contextual Multi-Armed BanditsA Structured Multiarmed Bandit Problem and the Greedy Policy (2009)A Structured Multiarmed Bandi…The Epoch-Greedy Algorithm for Multi-armed Bandits with Side Information (2007)The Epoch-Greedy Algorithm fo…Prediction, Learning, and Games (2006)Prediction, Learning, and Gam…Bandit problems with side observations (2005)Bandit problems with side obs…Using confidence bounds for exploitation-exploration trade-offs (2003)Using confidence bounds for e…The Nonstochastic Multiarmed Bandit Problem (2002)The Nonstochastic Multiarmed …Randomized Allocation with nonparametric estimation for a multi-armed bandit problem with covariates (2002)Randomized Allocation with no…Finite-time Analysis of the Multiarmed Bandit Problem (2002)Finite-time Analysis of the M…Multi-Armed Bandit Allocation Indices (1989)Multi-Armed Bandit Allocation…Adaptive Treatment Allocation and the Multi-Armed Bandit Problem (1987)Adaptive Treatment Allocation…Some Aspects of the Sequential Design of Experiments (1985)Some Aspects of the Sequentia…A One-Armed Bandit Problem with a Concomitant Variable (1979)A One-Armed Bandit Problem wi…Some aspects of the sequential design of experiments (1952)Some aspects of the sequentia…Ranking and Selection with Covariates for Personalized Decision Making (2021)Ranking and Selection with Co…A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Online Learning and Online Convex Optimization (2011)Online Learning and Online Convex Optimization (2012)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)Theory of games and economic behavior (2019)Bandit Processes and Dynamic Allocation Indices (1979)Optimal Adaptive Policies for Sequential Allocation Problems (1996)On Bayesian Upper Confidence Bounds for Bandit Problems (2012)Customer Acquisition via Display Advertising Using Multi-Armed Bandit Experiments (2017)A Stochastic Approximation Method (1951)Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)Gambling in a rigged casino: The adversarial multi-armed bandit problem (2002)Parametric Bandits: The Generalized Linear Case (2010)Online Decision Making with High-Dimensional Covariates (2019)Survey on Applications of Multi-Armed and Contextual Bandits (2020)Finite-Time Analysis of Kernelised Contextual Bandits (2013)Algorithms with Logarithmic or Sublinear Regret for Constrained Contextual Bandits (2015)From Ads to Interventions: Contextual Bandits in Mobile Health (2017)Combinatorial Network Optimization With Unknown Variables: Multi-Armed Bandits With Linear Rewards and Individual Observations (2012)An Information-Theoretic Analysis of Thompson Sampling (2014)A Tutorial on Thompson Sampling (2018)Improved Algorithms for Linear Stochastic Bandits (2011)Introduction to Multi-Armed Bandits (2019)Bandit Algorithms (2020)Restless Bandits, Linear Programming Relaxations, and a Primal-Dual Index Heuristic (2000)An Inverse-Optimization-Based Auction Mechanism to Support a Multiattribute RFQ Process (2003)Adaptation and inertia in dynamic environments (2015)
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References

  • 2002Finite-time Analysis of the Multiarmed Bandit Problem5,980 cited
  • 2006Prediction, Learning, and Games3,176 cited
  • 2002The Nonstochastic Multiarmed Bandit Problem2,210 cited
  • 1952Some aspects of the sequential design of experiments2,183 cited
  • 2003Using confidence bounds for exploitation-exploration trade-offs1,189 cited
  • 2010Linearly Parameterized Bandits428 cited
  • 2007The Epoch-Greedy Algorithm for Multi-armed Bandits with Side Information426 cited
  • 1989Multi-Armed Bandit Allocation Indices280 cited
  • 1987Adaptive Treatment Allocation and the Multi-Armed Bandit Problem279 cited
  • 2010Contextual Multi-Armed Bandits175 cited
  • 1985Some Aspects of the Sequential Design of Experiments155 cited
  • 2005Bandit problems with side observations129 cited
  • 1979A One-Armed Bandit Problem with a Concomitant Variable107 cited
  • 2009A Structured Multiarmed Bandit Problem and the Greedy Policy93 cited
  • 2002Randomized Allocation with nonparametric estimation for a multi-armed bandit problem with covariates81 cited

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  • 2021

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Ranking and Selection with Covariates for Personalized Decision Making
42 cited