ICML-State Relevance for Off-Policy Evaluation

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State Relevance for Off-Policy Evaluation

           Simon P. Shen 1 Yecheng Jason Ma 2 Omer Gottesman 3 Finale Doshi-Velez 1

             Abstract                  important as many domains have trajectories with different
   Importance sampling-based estimators for off-          lengths: in health settings, patients’ length of stays may
   policy evaluation (OPE) are valued for their sim-        vary drastically; in education settings, students may spend
   plicity, unbiasedness, and relianc ...

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关键词：Evaluation Relevance Valuation Policy State