ResearchBenchmarksMedical Policy Evaluation on MIMIC-IV (test)Follow9.48Expected Return (V^π)DeepEN5.586.59257.6058.6175Oct 9, 2025Evaluation ResultsMethodMethodLinksExpected Return (V^π)Mortality RateGlucose Target Achievement (%)Phosphate Target Achievement (%)Sodium Target Achievement (%)DeepEN2025.109.4818.876.967.765.2BC2025.108.1722.672.365.462.7Clinician2025.108.1122.872.165.362.6ASPEN2025.107.5225.270.464.361.4Random2025.105.7328.765.864.857.9