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Stagewise Safe Bayesian Optimization with Gaussian Processes
16 references·3 citing·22 second hop
Stagewise Safe Bayesian Optimization with Gaussian Processes (2018)Stagewise Safe Bayesian Optimization with…Bayesian optimization with safety constraints: safe and automatic parameter tuning in robotics (2021)Bayesian optimization with sa…On Kernelized Multi-armed Bandits (2017)On Kernelized Multi-armed Ban…Safe controller optimization for quadrotors with Gaussian processes (2016)Safe controller optimization …Safe Exploration for Optimization with Gaussian Processes (2015)Safe Exploration for Optimiza…A General Framework for Constrained Bayesian Optimization using Information-based Search (2015)A General Framework for Const…Bayesian Optimization with Unknown Constraints (2014)Bayesian Optimization with Un…High-Dimensional Gaussian Process Bandits (2013)High-Dimensional Gaussian Pro…The K-armed dueling bandits problem (2012)The K-armed dueling bandits p…Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)Regret Analysis of Stochastic…Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)Information-Theoretic Regret …Best Arm Identification in Multi-Armed Bandits (2010)Best Arm Identification in Mu…Stochastic Linear Optimization Under Bandit Feedback (2008)Stochastic Linear Optimizatio…Online Optimization in X-Armed Bandits (2008)Online Optimization in X-Arme…Multi-armed bandits in metric spaces (2008)Multi-armed bandits in metric…Using confidence bounds for exploitation-exploration trade-offs (2003)Using confidence bounds for e…Some aspects of the sequential design of experiments (1952)Some aspects of the sequentia…Constrained Bayesian Optimization: A Review (2024)Constrained Bayesian Optimiza…Linear Stochastic Bandits Under Safety Constraints (2019)Linear Stochastic Bandits Und…Advancements in Dueling Bandits (2018)Advancements in Dueling Bandi…Finite-time Analysis of the Multiarmed Bandit Problem (2002)Prediction, Learning, and Games (2006)Almost Optimal Exploration in Multi-Armed Bandits (2013)A unified framework for stochastic optimization (2018)A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning (2010)Practical Bayesian Optimization of Machine Learning Algorithms (2012)Constrained Bayesian Optimization with Noisy Experiments (2018)A Stochastic Approximation Method (1951)Bandit Processes and Dynamic Allocation Indices (1979)The Nonstochastic Multiarmed Bandit Problem (2002)Indexability of Restless Bandit Problems and Optimality of Whittle Index for Dynamic Multichannel Access (2010)Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization (2012)Convergence rates of efficient global optimization algorithms (2011)Introduction to Online Convex Optimization (2016)Introduction to Online Convex Optimization (2016)Introduction to Multi-Armed Bandits (2019)Improved Algorithms for Linear Stochastic Bandits (2011)Bandit Algorithms (2020)Generalization guides human exploration in vast decision spaces (2018)Contextual Bandits with Linear Payoff Functions (2011)Thompson Sampling for Contextual Bandits with Linear Payoffs (2012)Learning to Optimize via Posterior Sampling (2014)
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References

  • 1952Some aspects of the sequential design of experiments2,183 cited
  • 2012Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting2,098 cited
  • 2012Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems1,410 cited
  • 2003Using confidence bounds for exploitation-exploration trade-offs1,189 cited
  • 2008Stochastic Linear Optimization Under Bandit Feedback581 cited
  • 2010Best Arm Identification in Multi-Armed Bandits418 cited
  • 2014Bayesian Optimization with Unknown Constraints376 cited
  • 2008Multi-armed bandits in metric spaces353 cited
  • 2021Bayesian optimization with safety constraints: safe and automatic parameter tuning in robotics300 cited
  • 2015Safe Exploration for Optimization with Gaussian Processes294 cited
  • 2016Safe controller optimization for quadrotors with Gaussian processes281 cited
  • 2012The K-armed dueling bandits problem248 cited
  • 2017On Kernelized Multi-armed Bandits184 cited
  • 2008Online Optimization in X-Armed Bandits131 cited
  • 2015A General Framework for Constrained Bayesian Optimization using Information-based Search118 cited

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2013
High-Dimensional Gaussian Process Bandits
112 cited

Cited by

  • 2019Linear Stochastic Bandits Under Safety Constraints43 cited
  • 2024Constrained Bayesian Optimization: A Review42 cited
  • 2018Advancements in Dueling Bandits33 cited