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Improving generalization to new environments and removing catastrophic forgetting in Reinforcement Learning by using an eco-system of agents.

, , , and . WI/IAT, page 166-173. IEEE, (2022)

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Improving generalization to new environments and removing catastrophic forgetting in Reinforcement Learning by using an eco-system of agents., , , and . WI/IAT, page 166-173. IEEE, (2022)Guideline-informed reinforcement learning for mechanical ventilation in critical care., , , , , and . Artif. Intell. Medicine, (January 2024)Transferring Clinical Prediction Models Across Hospitals and Electronic Health Record Systems., , , , , , and . PKDD/ECML Workshops (1), volume 1167 of Communications in Computer and Information Science, page 605-621. Springer, (2019)Prediction of Acute Kidney Injury in the Intensive Care Unit: Preliminary Findings in a European Open Access Database., , , , , , , , , and 3 other author(s). MIE, volume 294 of Studies in Health Technology and Informatics, page 139-140. IOS Press, (2022)Improving Generalization in Reinforcement Learning Through Forked Agents., , , and . IEA/AIE (2), volume 13926 of Lecture Notes in Computer Science, page 249-260. Springer, (2023)Prognostic models of in-hospital mortality of intensive care patients using neural representation of unstructured text: A systematic review and critical appraisal., , , , , , , , and . J. Biomed. Informatics, (October 2023)Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients., , , , , , , , and . Int. J. Medical Informatics, (July 2023)Hide-and-Seek Privacy Challenge: Synthetic Data Generation vs. Patient Re-identification., , , , , , , , , and . NeurIPS (Competition and Demos), volume 133 of Proceedings of Machine Learning Research, page 206-215. PMLR, (2020)Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression., , , , and . NeurIPS, page 11364-11383. (2021)Predicting readmission or death after discharge from the ICU: External validation and retraining of a machine learning model., , , , , , , and . AMIA, AMIA, (2022)