Off-Policy Evaluation on MIMIC-III sepsis MNAR 40% (test)
9.55V_hat(pi)impute
Evaluation results
| Method | Links | ||
|---|---|---|---|
| imputefunction_approximation=neural network2026.06 | 9.55 | 6.74 | |
| naivefunction_approximation=neural network2026.06 | 5.81 | 3 | |
| IPWfunction_approximation=neural network2026.06 | 5.58 | 2.77 | |
| Proxfunction_approximation=neural network, Q-network architecture=(512, 512, 256), bridge network architecture=(512, 512, 256)2026.06 | 3.39 | 0.58 | |
| oraclefunction_approximation=neural network2026.06 | 2.81 | — | |
| scopefunction_approximation=neural network2026.06 | -4,089.2 | 4,092 |