Policy Value Estimation on Scenario 4
6.714Policy Value MeanPDRO-ITR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PDRO-ITRSample size (n)=2000, delta=0.752026.03 | 6.714 | 0.091 | |
| PDRO-ITRSample size (n)=1000, delta=0.752026.03 | 6.48 | 0.147 | |
| PDRO-ITRSample size (n)=500, delta=0.752026.03 | 6.243 | 0.195 | |
| NaiveSample size (n)=2000, delta=0.752026.03 | 5.504 | 0.201 | |
| MR-CATESample size (n)=2000, delta=0.752026.03 | 5.446 | 0.185 | |
| MR-CATESample size (n)=1000, delta=0.752026.03 | 5.097 | 0.209 | |
| NaiveSample size (n)=1000, delta=0.752026.03 | 5.066 | 0.208 | |
| DRO-ITRSample size (n)=2000, delta=0.752026.03 | 4.919 | 0.325 | |
| MR-CATESample size (n)=500, delta=0.752026.03 | 4.849 | 0.22 | |
| NaiveSample size (n)=500, delta=0.752026.03 | 4.793 | 0.165 | |
| MPLSample size (n)=500, delta=0.752026.03 | 4.641 | 0.019 | |
| MPLSample size (n)=1000, delta=0.752026.03 | 4.635 | 0.001 | |
| MPLSample size (n)=2000, delta=0.752026.03 | 4.635 | 0 | |
| DRO-ITRSample size (n)=1000, delta=0.752026.03 | 4.17 | 0.667 | |
| DRO-ITRSample size (n)=500, delta=0.752026.03 | 1.698 | 1.228 |