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Floris den Hengst
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Year
Reinforcement learning for personalization: A systematic literature review
F Den Hengst, EM Grua, A el Hassouni, M Hoogendoorn
Data Science 3 (2), 107-147, 2020
442020
Reinforcement learning for personalized dialogue management
F Den Hengst, M Hoogendoorn, F Van Harmelen, J Bosman
IEEE/WIC/ACM International Conference on Web Intelligence, 59-67, 2019
212019
Planning for potential: efficient safe reinforcement learning
F Den Hengst, V François-Lavet, M Hoogendoorn, F van Harmelen
Machine Learning 111 (6), 2255-2274, 2022
162022
Reinforcement learning with option machines
F Den Hengst, V François-Lavet, M Hoogendoorn, F van Harmelen
31st International Joint Conference on Artificial Intelligence, IJCAI 2022 …, 2022
82022
Release of the systematic literature review into reinforcement learning for personalization
F den Hengst, E Grua, A el Hassouni, M Hoogendoorn
Zenodo, 2020
52020
Does reinforcement learning improve outcomes for critically ill patients? a systematic review and level-of-readiness assessment
M Otten, AR Jagesar, TA Dam, LA Biesheuvel, F den Hengst, ...
Critical Care Medicine 52 (2), e79-e88, 2024
32024
Log parsing evaluation in the era of modern software systems
S Petrescu, F Den Hengst, A Uta, JS Rellermeyer
2023 IEEE 34th International Symposium on Software Reliability Engineering …, 2023
32023
Collecting high-quality dialogue user satisfaction ratings with third-party annotators
M van Zeelt, F den Hengst, SH Hashemi
Proceedings of the 2020 Conference on Human Information Interaction and …, 2020
22020
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition
F Hengst, R Wolter, P Altmeyer, A Kaygan
arXiv preprint arXiv:2403.18973, 2024
2024
Guideline-informed reinforcement learning for mechanical ventilation in critical care
F den Hengst, M Otten, P Elbers, F van Harmelen, V François-Lavet, ...
Artificial Intelligence in Medicine 147, 102742, 2024
2024
Explainable Fraud Detection with Deep Symbolic Classification
S Visbeek, E Acar, F Hengst
arXiv preprint arXiv:2312.00586, 2023
2023
Learning to Behave: Reinforcement Learning in Human Contexts
F den Hengst
2023
Strategic Workforce Planning with Deep Reinforcement Learning
Y Smit, F den Hengst, S Bhulai, E Mehdad
International Conference on Machine Learning, Optimization, and Data Science …, 2022
2022
Low-Variance Policy Gradient Estimation with World Models
M Nauman, FD Hengst
arXiv preprint arXiv:2010.15622, 2020
2020
Detecting Interesting Outliers
F den Hengst, M Hoogendoorn, D Jonker
2016
VU Research Portal
F den Hengst
VU Research Portal
M Nauman, FD Hengst
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Articles 1–17