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Inventory Management on InvManagement Lost Sales setting
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542.7
Mean Episodic Return
Oracle
357.164
405.332
453.5
501.668
Mar 10, 2026
Mean Episodic Return
Standard Deviation (Std)
Performance Ratio vs Oracle
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Episodic Return
Standard Deviation (Std)
Performance Ratio vs Oracle
Oracle
2026.03
542.7
29.9
1
SHLP
2026.03
485.4
29.1
1.1
PDA
2026.03
472.3
10.3
1.1
PPO
2026.03
447.4
16.8
1.2
MIP
2026.03
378.5
26.1
1.4
DFO
2026.03
364.3
33.8
1.5
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