Soemers, D. J. N. J., Samothrakis, S., Driessens, K., & Winands, M. H. M. (2025). Environment Descriptions for Usability and Generalisation in Reinforcement Learning. In Proceedings of the 17th International Conference on Agents and Artificial Intelligence (Vol. 3, pp. 983-992) https://doi.org/10.5220/0013247300003890
Wang, T., Karel, J., Osnabrugge, N., Driessens, K., Stoks, J., Cluitmans, M., Volders, P., Bonizzi, P., & Peeters, R. (2024). ECGI Without Geometry: a Deep Learning Based Estimation of Heart Surface Potentials. In 2024 Computing in Cardiology (CinC) (Vol. 51). Article 215 https://cinc.org/2024/Program/accepted/215_Preprint.pdf
Soemers, D. J. N. J., Bams, G., Persoon, M., Rietjens, M., Sladić, D., Stefanov, S., Driessens, K., & Winands, M. H. M. (2024). Towards a Characterisation of Monte-Carlo Tree Search Performance in Different Games. In 2024 IEEE Conference on Games (CoG) (pp. 1-4). IEEE. https://doi.org/10.1109/CoG60054.2024.10645675
Laguarta, P., Van der laag, R., Lopez, M., Dooney, T., Miller, A. L., Schmidt, S., Cavaglia, M., Caudill, S., Driessens, K., Karel, J., Lenders, R., & Van den broeck, C. (2024). Detection of anomalies amongst LIGO’s glitch populations with autoencoders. Classical and Quantum Gravity, 41(5), Article 055004. https://doi.org/10.1088/1361-6382/ad1f26
Doumanoglou, A., Zarpalas, D., & Driessens, K. (2024). Concept Basis Extraction for Latent Space Interpretation of Image Classifiers. VISIGRAPP. Proceedings, 3, 417-424. https://doi.org/10.5220/0012359700003660
Donovan, S. D. O., Cavill, R., Wimmenauer, F., Lukas, A., Stumm, T., Smirnov, E., Lenz, M., Ertaylan, G., Jennen, D. G. J., van Riel, N. A. W., Driessens, K., Peeters, R. L. M., & de Kok, T. M. C. M. (2023). Application of transfer learning to predict drug-induced human in vivo gene expression changes using rat in vitro and in vivo data. PLOS ONE, 18(11), Article e0292030. https://doi.org/10.1371/journal.pone.0292030
Nicotra, D., Lucio Martinez, M., de Vries, J. A., Merk, M., Driessens, K., Westra, R. L., Dibenedetto, D., & Cámpora Pérez, D. H. (2023). A quantum algorithm for track reconstruction in the LHCb vertex detector. Journal of Instrumentation, 18(11), Article P11028. https://doi.org/10.1088/1748-0221/18/11/P11028
Scheidt, J., Diener, A., Maiworm, M., Müller, K.-R., Findeisen, R., Driessens, K., Tautz, F. S., & Wagner, C. (2023). Concept for the Real-Time Monitoring of Molecular Configurations during Manipulation with a Scanning Probe Microscope. Journal of Physical Chemistry C, 127(28), 13817-13836. https://doi.org/10.1021/acs.jpcc.3c02072