ResearchBenchmarksInventory Management on InvManagement Lost Sales settingFollow542.7Mean Episodic ReturnOracle357.164405.332453.5501.668Mar 10, 2026Evaluation ResultsMethodMethodLinksMean Episodic ReturnStandard Deviation (Std)Performance Ratio vs OracleOracle2026.03542.729.91SHLP2026.03485.429.11.1PDA2026.03472.310.31.1PPO2026.03447.416.81.2MIP2026.03378.526.11.4DFO2026.03364.333.81.5