Off-Policy Evaluation on MIMIC-III sepsis MNAR 60% (test)
10,667.9V_hat(pi)scope
Evaluation results
| Method | Links | ||
|---|---|---|---|
| scopefunction_approximation=neural network2026.06 | 10,667.9 | 10,665.4 | |
| imputefunction_approximation=neural network2026.06 | 13.17 | 10.71 | |
| naivefunction_approximation=neural network2026.06 | 7.33 | 4.87 | |
| IPWfunction_approximation=neural network2026.06 | 7.1 | 4.64 | |
| Proxfunction_approximation=neural network, Q-network architecture=(512, 512, 256), bridge network architecture=(512, 512, 256)2026.06 | 3.81 | 1.35 | |
| oraclefunction_approximation=neural network2026.06 | 2.46 | — |