Reinforcement Learning for Personalized Dialogue Management. - Floris den Hengst; Mark Hoogendoorn; Frank van Harmelen; Joost Bosman 001 (WI, 2019)

Collecting High-Quality Dialogue User Satisfaction Ratings with Third-Party Annotators. - Mickey van Zeelt; Floris den Hengst; Seyyed Hadi Hashemi (CHIIR, 2020)

Low-Variance Policy Gradient Estimation with World Models. - Michal Nauman; Floris den Hengst (CoRR, 2020)

Reinforcement learning for personalization: A systematic literature review. - Floris den Hengst; Eoin Martino Grua; Ali el Hassouni; Mark Hoogendoorn (Data Sci., 2020)

Release of the systematic literature review into Reinforcement Learning for personalization. - Floris den Hengst; Eoin Martino Grua; Ali el Hassouni; Mark Hoogendoorn (Zenodo, 2020)

Reinforcement Learning with Option Machines. - Floris den Hengst; Vincent François-Lavet; Mark Hoogendoorn; Frank van Harmelen (IJCAI, 2022)

Strategic Workforce Planning with Deep Reinforcement Learning. - Yannick Smit; Floris den Hengst; Sandjai Bhulai; Ehsan Mehdad (LOD (2), 2022)

Planning for potential: efficient safe reinforcement learning. - Floris den Hengst; Vincent François-Lavet; Mark Hoogendoorn; Frank van Harmelen (Mach. Learn., 2022)

Log Parsing Evaluation in the Era of Modern Software Systems. - Stefan Petrescu; Floris den Hengst; Alexandru Uta; Jan S. Rellermeyer (ISSRE, 2023)

Intelligent Support Systems for Lifestyle Change: Integrating Dialogue, Information Extraction, and Reasoning. - Pei-Yu Chen; Selene Baez Santamaría; Maaike H. T. de Boer; Floris den Hengst; Bart A. Kamphorst; Quirine T. S. Smit; Shihan Wang 001; Johanna Wolff (HHAI, 2024)

Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition. - Floris den Hengst; Ralf Wolter; Patrick Altmeyer; Arda Kaygan (NAACL-HLT (Findings), 2024)

Explainable Fraud Detection with Deep Symbolic Classification. - Samantha Visbeek; Erman Acar; Floris den Hengst (xAI (3), 2024)

Guideline-informed reinforcement learning for mechanical ventilation in critical care. - Floris den Hengst; Martijn Otten; Paul W. G. Elbers; Frank van Harmelen; Vincent François-Lavet; Mark Hoogendoorn (Artif. Intell. Medicine, 2024)

Detecting Linguistic Bias in Government Documents Using Large language Models. - Milena de Swart; Floris den Hengst; Jieying Chen 001 (WWW, 2025)

SHARPIE: A Modular Framework for Reinforcement Learning and Human-AI Interaction Experiments. - Hüseyin Aydin; Kevin Godin-Dubois; Libio Goncalvez Braz; Floris den Hengst; Kim Baraka; Mustafa Mert Çelikok; Andreas Sauter; Shihan Wang 001; Frans A. Oliehoek (CoRR, 2025)

Symbolic Quantile Regression for the Interpretable Prediction of Conditional Quantiles. - Cas Oude Hoekstra; Floris den Hengst (CoRR, 2025)