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Treatment policy learning on MIMIC-III (test)
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67.9
FQE
OPL-MT-MNAR
40.028
47.264
54.5
61.736
Apr 23, 2026
FQE
Updated 1mo ago
Evaluation Results
Method
Method
Links
FQE
OPL-MT-MNAR
Info=MNAR + Text
2026.04
67.9
OPL-MT-MNAR
Info=All
2026.04
67.9
OPL-MT-MNAR (Nursing Notes)
Info=Nursing
2026.04
62.4
OPL-MT-MNAR (Low-Freq. Text)
Info=Rad. + Micro.
2026.04
59.6
MedDreamer
Info=Model-based
2026.04
58.3
OPL-MT-MNAR (Structured Only)
Info=None
2026.04
57.4
DDPG with Clinician Supervision
Info=Model-free
2026.04
52.9
Clinician (Behavior)
Info=Behavior
2026.04
52.8
SBCQ
Info=Model-free
2026.04
50.1
AI Clinician
Info=Model-free
2026.04
48.7
Continuous State-Space DDQN
Info=Model-free
2026.04
47.6
BCQ
Info=Model-free
2026.04
45.2
CQL
Info=Model-free
2026.04
41.1
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