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Sepsis Treatment Reinforcement Learning on MIMIC-III (Random (standard))
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67.9
FQE
OPL-MT-MNAR
46.788
52.269
57.75
63.231
Apr 23, 2026
FQE
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
FQE
AUROC
OPL-MT-MNAR
Category=MNAR-aware +...
2026.04
67.9
88.6
DDPG with Clinician Supervision
Category=Continuous DDPG
2026.04
52.9
84.4
Model-Based BNN Planner
Category=Model-based BNN
2026.04
49.8
82.6
Peng et al. 2018
Category=Hybrid (kerne...
2026.04
49.3
82.8
AI Clinician
Category=Tabular
2026.04
48.7
81.2
Continuous State-Space DDQN
Category=Model-free DDQN
2026.04
47.6
82.2
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