R. Baumgartner, S.E. Verwer (2024), PDFA Distillation via String Probability Queries.
Konstantin Sidorov, Gonçalo Homem de Almeida Correia, Mathijs de Weerdt, Emir Demirović (2024), Paths, Proofs, and Perfection: Developing a Human-Interpretable Proof System for Constrained Shortest Paths, In Proceedings of the AAAI Conference on Artificial Intelligence p.20794-20802.
Mim van den Bos, Jacobus G.M. van der Linden, Emir Demirović (2024), Piecewise Constant and Linear Regression Trees: An Optimal Dynamic Programming Approach, In Proceedings of Machine Learning Research p.48994-49007.
Emir Demirović, Ciaran McCreesh, Matthew J. McIlree, Jakob Nordström, Andy Oertel, Konstantin Sidorov (2024), Pseudo-Boolean Reasoning about States and Transitions to Certify Dynamic Programming and Decision Diagram Algorithms, Paul Shaw (Eds.), In 30th International Conference on Principles and Practice of Constraint Programming (CP 2024), Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing.
Willem van Jaarsveld, Laurens Bliek, Mathijs de Weerdt, Stella Kapodistria, Verus Pronk, Peter Verleijsdonk, Simon Voorberg, Alp Akçay, Paulo da Costa, Rik Eshuis, Uzay Kaymak, Geert Jan van Houtum, Sicco Verwer, Yingqian Zhang (2024), Real-Time Data-Driven Maintenance Logistics: A Public-Private Collaboration, Boudewijn R. Haverkort, Aldert de Jongste, Pieter van Kuilenburg, Ruben D. Vromans (Eds.), In Commit2Data, Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing.
Issa K. Hanou, Devin Wild Thomas, Wheeler Ruml, Mathijs de Weerdt (2024), Replanning in Advance for Instant Delay Recovery in Multi-Agent Applications: Rerouting Trains in a Railway Hub, Sara Bernardini, Christian Muise (Eds.), In Proceedings of the 34th International Conference on Automated Planning and Scheduling, ICAPS 2024 p.258-266, Association for the Advancement of Artificial Intelligence (AAAI).
N.J. Schutte, K.S. Postek, N. Yorke-Smith (2024), Robust Losses for Decision-Focused Learning, Kate Larson (Eds.), In Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence p.4868-4875.
Yun Li, Neil Yorke-Smith, Tamas Keviczky (2024), Robust Optimal Control with Binary Adjustable Uncertainties, In Proceedings of the European Control Conference, ECC 2024 p.3721-3727, IEEE.
Junhan Wen, Camiel R. Verschoor, Chengming Feng, Irina Mona Epure, Thomas Abeel, Mathijs De Weerdt (2024), The Growing Strawberries Dataset: Tracking Multiple Objects with Biological Development over an Extended Period, In Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024 p.7089-7099, IEEE.
Grigorii Veviurko, Wendelin Böhmer, Mathijs de Weerdt (2024), To the Max: Reinventing Reward in Reinforcement Learning, In Proceedings of Machine Learning Research p.49455-49470.