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Problem Formulation Goal Discover the X that maximizes Y Global optimization Active experimentation We can choose which values of X we wish to evaluate When is Bayesian

arm random exploration exploitation random arm exploitation exploration function improvement probability point expected uncertainty multiarm bandits space maximum target approach bayesian model

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