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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...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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BioMed Central
2019
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6454602/ https://www.ncbi.nlm.nih.gov/pubmed/30961594 http://dx.doi.org/10.1186/s12911-019-0763-6 |