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Optimal experimental design for a class of bandit problems
16 references·0 citing·38 second hop
Optimal experimental design for a class of bandit problems (2010)Optimal experimental design for a class o…Optimal experimental design for model discrimination. (2009)Optimal experimental design f…Adaptive Design Optimization: A Mutual Information-Based Approach to Model Discrimination in Cognitive Science (2009)Adaptive Design Optimization:…A Bayesian analysis of human decision-making on bandit problems (2009)A Bayesian analysis of human …Simulation Based Optimal Design (2005)Simulation Based Optimal Desi…Asymptotic Theory of Information-Theoretic Experimental Design (2005)Asymptotic Theory of Informat…Bandit problems and the exploration/exploitation tradeoff (1998)Bandit problems and the explo…Bayesian Experimental Design: A Review (1995)Bayesian Experimental Design:…Optimum Experimental Designs (1993)Optimum Experimental DesignsOptimum Experimental Designs (1992)Optimum Experimental DesignsBandit Problems, Sequential Allocation of Experiments (1987)Bandit Problems, Sequential A…Bandit Problems: Sequential Allocation of Experiments. (1986)Bandit Problems: Sequential A…Bandit Processes and Dynamic Allocation Indices (1979)Bandit Processes and Dynamic …Discrimination Among Mechanistic Models (1967)Discrimination Among Mechanis…Optimum Experimental Designs (1959)Optimum Experimental DesignsOn a Measure of the Information Provided by an Experiment (1956)On a Measure of the Informati…Some aspects of the sequential design of experiments (1952)Some aspects of the sequentia…THE DESIGN OF OPTIMUM MULTIFACTORIAL EXPERIMENTS (1946)A Stochastic Approximation Method (1951)On the Experimental Attainment of Optimum Conditions (1951)General Equivalence Theory for Optimum Designs (Approximate Theory) (1974)D-Optimality for Regression Designs: A Review (1975)Designs with a priori information for nonmarket valuation with choice experiments: A Monte Carlo study (2007)Manual for Raven's progressive matrices and vocabulary scales (1998)Simple Heuristics That Make Us Smart (1999)Uncertainty and Exploration in a Restless Bandit Problem (2015)Generalization guides human exploration in vast decision spaces (2018)Balancing exploration and exploitation with information and randomization (2020)A Method of Sampling Inspection (1929)Experimental Determination of the Maximum of a Function (1941)The Nonstochastic Multiarmed Bandit Problem (2002)Prediction, Learning, and Games (2006)Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting (2012)Applied Statistical Decision Theory (1962)Theory of optimal experiments (1972)Design and Analysis of Computer Experiments (1989)Response surface methodology (2010)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Design and Analysis of Industrial Experiments. (1955)Designing Environmental Field Studies (1991)On the Experimental Attainment of Optimum Conditions (1992)9 Computer experiments (1996)Model-based design of experiments for parameter precision: State of the art (2007)On the Efficient Design of Statistical Investigations (1943)The Stag Hunt and the Evolution of Social Structure (2003)Applied Statistical Decision Theory. (1962)Legislative leviathan: party government in the House (1993)Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems (2012)The Behavioral Theory of the Firm: Assessment and Prospects (2012)Introduction to Multi-Armed Bandits (2019)Optimal design of experiments (1993)Global sensitivity analysis using polynomial chaos expansions (2007)Curve Fitting and Optimal Design for Prediction (1978)Response Surface Methodology: 1966-1988 (1989)State-of-the-Art Review: A User’s Guide to the Brave New World of Designing Simulation Experiments (2005)
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References

  • 1952Some aspects of the sequential design of experiments2,183 cited
  • 1995Bayesian Experimental Design: A Review1,846 cited
  • 1956On a Measure of the Information Provided by an Experiment1,507 cited
  • 1979Bandit Processes and Dynamic Allocation Indices1,488 cited
  • 1993Optimum Experimental Designs1,455 cited
  • 1959Optimum Experimental Designs805 cited
  • 1992Optimum Experimental Designs661 cited
  • 1987Bandit Problems, Sequential Allocation of Experiments569 cited
  • 1967Discrimination Among Mechanistic Models428 cited
  • 2009A Bayesian analysis of human decision-making on bandit problems209 cited
  • 2005Simulation Based Optimal Design183 cited
  • 2009Adaptive Design Optimization: A Mutual Information-Based Approach to Model Discrimination in Cognitive Science157 cited
  • 2009Optimal experimental design for model discrimination.140 cited
  • 1998Bandit problems and the exploration/exploitation tradeoff120 cited
  • 2005Asymptotic Theory of Information-Theoretic Experimental Design110 cited
  • 1986Bandit Problems: Sequential Allocation of Experiments.

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