Treatment policy learning on eICU (test)
60.4FQEOPL-MT-MNAR
Evaluation results
| Method | Links | |
|---|---|---|
| OPL-MT-MNARInfo=MNAR + Text2026.04 | 60.4 | |
| MedDreamerInfo=Model-based2026.04 | 57.9 | |
| Clinician (Behavior)Info=Behavior2026.04 | 53.4 | |
| DDPG with Clinician SupervisionInfo=Model-free2026.04 | 52.4 | |
| SBCQInfo=Model-free2026.04 | 49.4 | |
| AI ClinicianInfo=Model-free2026.04 | 47.8 | |
| Continuous State-Space DDQNInfo=Model-free2026.04 | 46.9 | |
| BCQInfo=Model-free2026.04 | 44.8 | |
| CQLInfo=Model-free2026.04 | 40.8 |