Research output per year
Research output per year
Personal profile
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Ancillary activities are updated daily
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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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 16 Peace, Justice and Strong Institutions -
SDG 17 Partnerships for the Goals
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Dive into the research topics where Floris den Hengst is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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. (Editor), 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 -
Planning for potential: efficient safe reinforcement learning
den Hengst, F., François-Lavet, V., Hoogendoorn, M. & van Harmelen, F., Jun 2022, In: Machine Learning. 111, 6, p. 2255-2274 20 p.Research output: Contribution to Journal › Article › Academic › peer-review
Open Access -
Reinforcement learning for personalized dialogue management
Den Hengst, F., Hoogendoorn, M., Van Harmelen, F. & Bosman, J., 2019, WI '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 AccessFile504 Downloads (Pure) -
Guideline-informed reinforcement learning for mechanical ventilation in critical care
Hengst, F. D., Otten, M., Elbers, P. W. G., Harmelen, F. V., François-Lavet, V. & Hoogendoorn, M., Jan 2024, In: Artificial Intelligence in Medicine. 147, 102742.Research output: Contribution to Journal › Article › Academic › peer-review
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Reinforcement Learning with Option Machines
den Hengst, F., Francois-Lavet, V., Hoogendoorn, M. & van Harmelen, F., 2022, Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence. De Raedt, L. (ed.). International Joint Conferences on Artificial Intelligence Organization, p. 2909-2915 7 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile201 Downloads (Pure)
Courses
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PRL: Bridging the Gap Between AI Planning and Reinforcement Learning
den Hengst, F. (Participant)
3 Apr 2025Activity: Participating in or organising an event › Workshop › Academic
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Symbolic Quantile Regression for the Interpretable Prediction of Conditional Quantiles
den Hengst, F. (Speaker)
16 Apr 2025Activity: Lecture / Presentation › Academic
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Research visit DFKI Saarbrücken
den Hengst, F. (Speaker)
24 Aug 2024 → 27 Aug 2024Activity: Lecture / Presentation › Academic
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Department of Computer Science, Saarland University
den Hengst, F. (Visiting researcher), Gros, T. (Visiting researcher) & Wolf, V. (Visiting researcher)
27 Aug 2024 → 28 Aug 2024Activity: Visiting an external institution › Visiting an external academic institution
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PRL: Bridging the Gap Between AI Planning and Reinforcement Learning
den Hengst, F. (Organiser), Gros, T. (Participant), Kokel, H. (Organiser) & Taitler, A. (Organiser)
2 Jun 2024Activity: Participating in or organising an event › Workshop › Academic
Prizes / Grants
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Best Paper Award AI in Medicine 2026
den Hengst, F. (Recipient), Shah, S. (Recipient), Lisowska, A. (Recipient) & ten Teije, A. (Recipient), 9 Jul 2026
Prize / Grant: Prize › Academic
Datasets
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Release of the systematic literature review into Reinforcement Learning for personalization
Hengst, F. D. (Creator), Grua, E. (Creator), Hassouni, A. E. (Creator) & Hoogendoorn, M. (Creator), Zenodo, 2020
DOI: 10.5281/zenodo.3627118, https://zenodo.org/record/3627118
Dataset / Software: Dataset
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SHARPIE: Shared Human-AI Reinforcement Learning Platform for Interactive Experiments
den Hengst, F. (Supervisor), GitHub, 25 Feb 2025
https://github.com/libgoncalv/SHARPIE
Dataset / Software: Software
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CHIP: a modular research platform of HI technologies for lifestyle support
den Hengst, F. (Creator), Kamphorst, B. (Contributor) & Alaka, S. (Creator), GitHub, 14 Aug 2025
https://github.com/hybrid-intelligence/CHIP
Dataset / Software: Software