Wijnand van Woerkom, Davide Grossi, Henry Prakken, Bart Verheij | A Fortiori Case-Based Reasoning: From Theory to Data |
Pei-Yu Chen, Selene Baez Santamaria, Maaike H.T. de Boer, Floris de Hengst, Bart A. Kamphorst, Quirine Smit, Shihan Wang, and Johanna Wolf | Intelligent Support Systems for Lifestyle Change: Integrating Dialogue, Information Extraction, and Reasoning (Extended Abstract) |
Nima Motamed, Natasha Alechina, Mehdi Dastani, Dragan Doder | Revising Beliefs and Intentions in Stochastic Environments |
Dennis J.N.J. Soemers, Vegard Mella, Éric Piette, Matthew Stephenson, Cameron Browne, Olivier Teytaud | Towards a General Transfer Approach for Policy-Value Networks |
Oliver Urs Lenz, Daniel Peralta, Chris Cornelis | Polar Encoding: A Simple Baseline Approach for Classification with Missing Values |
Yingfu Xu, Kevin Shidqi, Gert-Jan van Schaik, Refik Bilgic, Alexandra Dobrita, Shenqi Wang, Roy Meijer, Prithvish Nembhani, Cina Arjmand, Pietro Martinello, Anteneh Gebregiorgis, Said Hamdioui, Paul Detterer, Stefano Traferro, Mario Konijnenburg, Kanishkan Vadivel, Manolis Sifalakis, Guangzhi Tang and Amirreza Yousefzadeh | Optimizing Event-Based Neural Networks on Digital Neuromorphic Architecture: A Comprehensive Design Space Exploration |
Grigorii Veviurko, Wendelin Böhmer, Mathijs de Weerdt | To the Max: Reinventing Reward in Reinforcement Learning |
Issa Hanou, Devin Wild Thomas, Wheeler Ruml, Mathijs de Weerdt | Replanning in Advance for Instant Delay Recovery in Multi-Agent Applications: Rerouting Trains in a Railway Hub |
Kim van den Houten, David Tax, Esteban Freydell, Mathijs de Weerdt | Learning from Scenarios for Repairable Stochastic Scheduling |
Modhurita Mitra, Martine de Vos, Nicola Cortinovis, Dawa Ometto | Generative AI for Research Data Processing: Lessons Learnt from Three Use Cases |
Tom McDonald, Calvin Tsay, Artur M. Schweidtmann, Neil Yorke-Smith | Mixed-Integer Optimisation of Graph Neural Networks for Computer-Aided Molecular Design (Article Abstract) |
Lucas Van Laer, Simon Vandevelde, and Joost Vennekens | Efficiently grounding FOL using bit vectors |
Leonardo Concepción, Marilyn Bello, Gonzalo Nápoles, Rafael Bello, Pablo Mesejo, Óscar Cordón | REPROT: Explaining the Predictions of Complex Deep Learning Architectures for Object Detection Through Reducts of an Image |
Shuai Han, Mehdi Dastani, Shihan Wang | Learning Reward Structure with Subtasks in Reinforcement Learning |
Felipe Kenji Nakano, Karolijn Dulfer, Ilse Vanhorebeek, Pieter J. Wouters, Sascha Verbruggen, Koen Joosten, Fabian Grandas, Celine Vens, and Greet Van den Berghe | Predicting adverse long-term neurocognitive outcomes after pediatric intensive care unit hospitalization |
Isel Grau, Gonzalo Nápoles | Sparseness-Optimized Feature Importance |
Mathieu Reymond, Conor F. Hayes, Lander Willem, Roxana Radulescu, Steven Abrams, Diederik M. Roijers, Enda Howley, Patrick Mannion, Niel Hens, Ann Nowe, Pieter Libin | Exploring the Pareto Front of Multi-Objective COVID-19 Mitigation Policies Using Reinforcement Learning |
Noah Schutte, Krzysztof Postek, Neil Yorke-Smith | Robust Losses for Decision-Focused Learning |
Thales Bertaglia, Lily Heising, Rishabh Kaushal, Adriana Iamnitchi | InstaSynth: Opportunities and Challenges in Generating Synthetic Instagram Data with chatGPT for Sponsored Content Detection |
Jacobus G.M. van der Linden, Mathijs de Weerdt, Emir Demirović | Necessary and Sufficient Conditions for Optimal Decision Trees using Dynamic Programming |
Max van Duijn, Bram van Dijk, Tom Kouwenhoven, Werner de Valk, Marco Spruit, Peter van der Putten | Theory of Mind in Large Language Models: Examining Performance of 11 State-of-the-Art models vs. Children Aged 7-10 on Advanced Tests |
Andrea Cavallo, Mohammad Sabbagh, Elvin Isufi | Spatiotemporal Covariance Neural Networks |
Tom Pepels, Mark Winands | Ancestor-Based α-β Bounds for Monte-Carlo Tree Search |
Ruben Cartuyvels, Wolf Nuyts, Marie-Francine Moens | Explicitly Representing Syntax Improves Sentence-to-Layout Prediction of Unexpected Situations |
Christian Alrabbaa, Stefan Borgwardt, Tom Friese, Anke Hirsch, Nina Knieriemen, Patrick Koopmann, Alisa Kovtunova, Antonio Krüger, Alexej Popovič, Ida Siahaan | Explaining Reasoning Results for OWL Ontologies with Evee |
Konstantin Sidorov, Gonçalo Correia, Mathijs De Weerdt, Emir Demirović | Paths, Proofs, and Perfection: Developing a Human-Interpretable Proof System for Constrained Shortest Paths |
Mohammed Al Owayyed, Myrthe Tielman, Arno Hartholt, Marcus Specht, Willem-Paul Brinkman | An Encore Abstract: Agent-based Social Skills Training Systems: The ARTES Architecture |
Roel Brouwer, Marjan van den Akker, Han Hoogeveen | A Hybrid Local Search Algorithm for the Continuous Energy-Constrained Scheduling Problem |
Delaram Javdani Rikhtehgar, Ilaria Tiddi, Shenghui Wang, Stefan Schlobach, Dirk Heylen | Assessing the HI-ness of Virtual Heritage Applications with Knowledge Engineering |
Jieying Chen, Hang Dong, Jiaoyan Chen, Ian Horrocks | Ontology Text Alignment: Aligning Textual Content to Terminological Axioms (Abstract) |
Giovanni Varricchione, Natasha Alechina, Mehdi Dastani, Brian Logan | Maximally Permissive Reward Machines |
Jeongwoo Park, Enrico Liscio, Pradeep Murukannaiah | Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning |
Pedro Ilídio, Ricardo Cerri, Celine Vens, Felipe Kenji Nakano | Deep forests with tree-embeddings and label imputation for weak-label learning |
Aniek Eijpe, Valentina Corbetta, Kalina Chupetlovska, Regina Beets-Tan, Wilson Silva | Enhancing Cross-Modal Medical Image Segmentation through Compositionality |
Giovanni Varricchione, Natasha Alechina, Giuseppe De Giacomo, Mehdi Dastani, Brian Logan, Giuseppe Perelli | Pure-Past Action Masking |
Floris den Hengst, Martijn Otten, Paul Elbers, Frank van Harmelen, Vincent François-Lavet, Mark Hoogendoorn | Guideline-informed reinforcement learning for mechanical ventilation in critical care (Extended Abstract) |
Zhivar Sourati, Filip Ilievski, Pia Sommerauer, Yifan Jiang | ARN: Analogical Reasoning on Narratives |
Berfu Karaca, Albert Ali Salah, Jaap Denissen, Ronald Poppe, Sonja de Zwarte | Survey of Automated Methods for Nonverbal Behavior Analysis in Parent-Child Interactions |
Stijn Rotman, Boris Cule, Len Feremans | Efficiently Mining Frequent Representative Motifs in Large Collections of Time Series |
Francesco Barile, Federico Cau, Nava Tintarev | A Preliminary Analysis on Self and Peer Evaluation of Personality Models for Recommender Systems |
Mandani Ntekouli, Gerasimos Spanakis, Lourens Waldorp, Anne Roefs | Enhanced Boosting-Based Transfer Learning for Modeling Ecological Momentary Assessment Data |
Erik van Haeringen, Charlotte Gerritsen | Emotion Contagion in Avatar-Mediated Group Interactions |
Erik van Haeringen, Emmeke Veltmeijer, Charlotte Gerritsen | Empirical Validation of an Agent-Based Model of Emotion Contagion |
Florent Delgrange, Raphael Avalos, Ann Nowe, Guillermo Perez, Diederik M. Roijers | The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models Extended Abstract |
Benoît Alcaraz, Aleks Knoks, David Streit | Estimating Weights of Reasons Using Metaheuristics: A Hybrid Approach to Machine Ethics |