Research output per year
Research output per year
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Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Research output
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Reinforcement learning for personalization: A systematic literature review
Hengst, F. D., Grua, E. M., Hassouni, A. E., Hoogendoorn, M. & Moise, I. (ed.), 11 Nov 2020, In: Data Science. 3, 2, p. 107-147 41 p.Research output: Contribution to Journal › Review article › Academic › peer-review
Open Access -
Reinforcement learning for personalized dialogue management
Den Hengst, F., Hoogendoorn, M., Van Harmelen, F. & Bosman, J., Oct 2019, 2WI '19: IEEE/WIC/ACM International Conference on Web Intelligence: Proceedings. Barnaghi, P., Gottlob, G., Manolopoulos, Y., Tzouramanis, T. & Vakali, A. (eds.). Association for Computing Machinery, Inc, p. 59-67 9 p.Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile230 Downloads (Pure) -
Does Reinforcement Learning Improve Outcomes for Critically Ill Patients? A Systematic Review and Level-of-Readiness Assessment
Otten, M., Jagesar, A. R., Dam, T. A., Biesheuvel, L. A., den Hengst, F., Ziesemer, K. A., Thoral, P. J., de Grooth, H-J., Girbes, A. R. J., François-Lavet, V., Hoogendoorn, M. & Elbers, P. W. G., 8 Nov 2023, (E-pub ahead of print) In: Critical Care Medicine.Research output: Contribution to Journal › Article › Academic › peer-review
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Learning to Behave: Reinforcement Learning in Human Contexts
den Hengst, F., 14 Nov 2023, 271 p.Research output: PhD Thesis › PhD-Thesis - Research and graduation internal
Open AccessFile145 Downloads (Pure) -
Log Parsing Evaluation in the Era of Modern Software Systems
Petrescu, S., Hengst, F. D., Uta, A. & Rellermeyer, J. S., 17 Aug 2023.Research output: Working paper / Preprint › Preprint › Academic
File9 Downloads (Pure)
Datasets
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Release of the systematic literature review into Reinforcement Learning for personalization
den Hengst, F. (Creator), Grua, E. (Creator), Hassouni, A. E. (Creator) & Hoogendoorn, M. (Creator), Zenodo, 2020
DOI: 10.5281/zenodo.3627118, https://zenodo.org/record/3627118
Dataset