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Inverse reinforcement learning for intelligent mechanical ventilation and sedative dosing in intensive care units

BACKGROUND: Reinforcement learning (RL) provides a promising technique to solve complex sequential decision making problems in health care domains. To ensure such applications, an explicit reward function encoding domain knowledge should be specified beforehand to indicate the goal of tasks. However...

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Détails bibliographiques
Publié dans:BMC Med Inform Decis Mak
Auteurs principaux: Yu, Chao, Liu, Jiming, Zhao, Hongyi
Format: Artigo
Langue:Inglês
Publié: BioMed Central 2019
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6454602/
https://ncbi.nlm.nih.gov/pubmed/30961594
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-019-0763-6
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