SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Thompson Sampling for Complex Online Problems
13 references·14 citing·15 second hop
Thompson Sampling for Complex Online Problems (2014)Thompson Sampling for Complex Online Prob…Learning to Optimize via Posterior Sampling (2014)Learning to Optimize via Post…Thompson Sampling: An Asymptotically Optimal Finite-Time Analysis (2012)Thompson Sampling: An Asympto…Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)Information-Theoretic Regret …X -Armed Bandits (2011)X -Armed BanditsImproved Algorithms for Linear Stochastic Bandits (2011)Improved Algorithms for Linea…Analysis of Thompson Sampling for the multi-armed bandit problem (2011)Analysis of Thompson Sampling…An Empirical Evaluation of Thompson Sampling (2011)An Empirical Evaluation of Th…A modern Bayesian look at the multi‐armed bandit (2010)A modern Bayesian look at the…Stochastic Linear Optimization Under Bandit Feedback (2008)Stochastic Linear Optimizatio…Minimax policies for adversarial and stochastic bandits (2004)Minimax policies for adversar…Using confidence bounds for exploitation-exploration trade-offs (2003)Using confidence bounds for e…Finite-time Analysis of the Multiarmed Bandit Problem (2002)Finite-time Analysis of the M…Multi-Armed Bandit Allocation Indices. (1990)Multi-Armed Bandit Allocation…A Generic Online Nonparametric Monitoring and Sampling Strategy for High-Dimensional Heterogeneous Processes (2022)A Generic Online Nonparametri…Simple Bayesian Algorithms for Best-Arm Identification (2020)Simple Bayesian Algorithms fo…Thompson Sampling for Combinatorial Semi-Bandits (2018)Thompson Sampling for Combina…Low-Complexity, Low-Regret Link Rate Selection in Rapidly-Varying Wireless Channels (2018)Low-Complexity, Low-Regret Li…Combinatorial Pure Exploration with Continuous and Separable Reward Functions and Its Applications (2018)Combinatorial Pure Exploratio…Thompson Sampling for the MNL-Bandit (2017)Thompson Sampling for the MNL…Thompson Sampling for Online Personalized Assortment Optimization Problems with Multinomial Logit Choice Models (2017)Thompson Sampling for Online …Stochastic Online Shortest Path Routing: The Value of Feedback (2017)Stochastic Online Shortest Pa…Minimal Exploration in Structured Stochastic Bandits (2017)Minimal Exploration in Struct…Learning to Optimize via Information-Directed Sampling (2017)Learning to Optimize via Info…Online Influence Maximization under Independent Cascade Model with Semi-Bandit Feedback (2016)Online Influence Maximization…Combinatorial Multi-Armed Bandit with General Reward Functions (2016)Combinatorial Multi-Armed Ban…Thompson Sampling for Learning Parameterized Markov Decision Processes (2014)Thompson Sampling for Learnin…Combinatorial Pure Exploration of Multi-Armed Bandits (2014)Combinatorial Pure Exploratio…Some aspects of the sequential design of experiments (1952)Bandit Algorithms (2020)Prediction, Learning, and Games (2006)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)A Tutorial on Thompson Sampling (2018)A unified framework for stochastic optimization (2018)Online Decision Making with High-Dimensional Covariates (2019)Individual Choice Behavior (1962)Bayesian Experimental Design: A Review (1995)Further Optimal Regret Bounds for Thompson Sampling (2012)Trustworthy Online Controlled Experiments (2020)A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning (2010)Thompson Sampling for Contextual Bandits with Linear Payoffs (2012)Introduction to Multi-Armed Bandits (2019)Contextual Bandits with Linear Payoff Functions (2011)
this work references cited by second hop

References

  • 2002Finite-time Analysis of the Multiarmed Bandit Problem5,980 cited
  • 2012Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting2,098 cited
  • 2003Using confidence bounds for exploitation-exploration trade-offs1,189 cited
  • 2011An Empirical Evaluation of Thompson Sampling1,000 cited
  • 1990Multi-Armed Bandit Allocation Indices.997 cited
  • 2011Analysis of Thompson Sampling for the multi-armed bandit problem904 cited
  • 2011Improved Algorithms for Linear Stochastic Bandits860 cited
  • 2008Stochastic Linear Optimization Under Bandit Feedback581 cited
  • 2014Learning to Optimize via Posterior Sampling494 cited
  • 2010A modern Bayesian look at the multi‐armed bandit408 cited
  • 2012Thompson Sampling: An Asymptotically Optimal Finite-Time Analysis381 cited
  • 2004Minimax policies for adversarial and stochastic bandits330 cited
  • 2011X -Armed Bandits205 cited

Cited by

  • 2017Learning to Optimize via Information-Directed Sampling121 cited
  • 2020Simple Bayesian Algorithms for Best-Arm Identification114 cited
  • 2017

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

Minimal Exploration in Structured Stochastic Bandits
113 cited
  • 2014Combinatorial Pure Exploration of Multi-Armed Bandits104 cited
  • 2016Combinatorial Multi-Armed Bandit with General Reward Functions85 cited
  • 2016Online Influence Maximization under Independent Cascade Model with Semi-Bandit Feedback74 cited
  • 2017Stochastic Online Shortest Path Routing: The Value of Feedback61 cited
  • 2014Thompson Sampling for Learning Parameterized Markov Decision Processes61 cited
  • 2018Combinatorial Pure Exploration with Continuous and Separable Reward Functions and Its Applications60 cited
  • 2018Low-Complexity, Low-Regret Link Rate Selection in Rapidly-Varying Wireless Channels57 cited
  • 2018Thompson Sampling for Combinatorial Semi-Bandits57 cited
  • 2017Thompson Sampling for the MNL-Bandit51 cited
  • 2017Thompson Sampling for Online Personalized Assortment Optimization Problems with Multinomial Logit Choice Models44 cited
  • 2022A Generic Online Nonparametric Monitoring and Sampling Strategy for High-Dimensional Heterogeneous Processes34 cited