Off-Policy Evaluation on MIMIC-III sepsis MNAR 80% (test)
20.02V_hat(pi)impute
Evaluation results
| Method | Links | ||
|---|---|---|---|
| imputefunction_approximation=neural network2026.06 | 20.02 | 17.7 | |
| IPWfunction_approximation=neural network2026.06 | 11.91 | 9.59 | |
| naivefunction_approximation=neural network2026.06 | 11.76 | 9.44 | |
| Proxfunction_approximation=neural network, Q-network architecture=(512, 512, 256), bridge network architecture=(512, 512, 256)2026.06 | 4.98 | 2.66 | |
| oraclefunction_approximation=neural network2026.06 | 2.32 | — | |
| scopefunction_approximation=neural network2026.06 | -7,096.6 | 7,099 |