Assessing Risk-Return Tradeoff in Off-Policy Evaluation

The author introduces the SharpeRatio@k metric to evaluate the risk-return tradeoff of Off-Policy Evaluation (OPE) estimators, providing a more comprehensive analysis compared to traditional metrics.