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PDF-TheEvaluationProblemLet:X!Abeapolicymappingfeaturestoactions.Howdowee PDF document

Method1DeployalgorithmintheworldVeryExpensive TheDirectmethodUsepastdatatolearnarewardpredictorrxaandactaccordingtoargmaxarxa ExampleDeployedpolicyalwaystakesa1onx1anda2onx2 Observed

Method1:Deployalgorithmintheworld.VeryExpensive! TheDirectmethodUsepastdatatolearnarewardpredictor^r(x;a) andactaccordingtoargmaxa^r(x;a). Example:Deployedpolicyalwaystakesa1onx1anda2onx2. Observed

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