Inventory Management on Alibaba Inventory Dataset (test)
1.74Stockout Rate DifferenceDS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DSPolicy Regularization=COEFF2026.03 | 1.74 | 3.8 | |
| DSPolicy Regularization=BOTH2026.03 | 1.91 | 0.23 | |
| DSPolicy Regularization=NONE2026.03 | 2.1 | -1.25 | |
| DSPolicy Regularization=BASE2026.03 | 2.18 | -2.81 | |
| DDPGPolicy Regularization=COEFF2026.03 | 4.41 | -0.41 | |
| DDPGPolicy Regularization=BASE2026.03 | 6.03 | 6.46 | |
| DDPGPolicy Regularization=NONE2026.03 | 10.1 | 6.13 |