Beyond Mimicry: Toward Lifelong Adaptability in Imitation Learning 2026 - Accepted/In press Gavenski, N., Meneguzzi, F., Rodrigues, O. Chapters in Books, Reports and Conference Proceedings: Conference Proceedings Digital Object Identifier https://doi.org/10.65109/LDHN8550
Bounding Acceptability Degrees and Eliciting Initial Weights in Gradual Argumentation 2026 - Accepted/In press Oren, N. Chapters in Books, Reports and Conference Proceedings: Conference Proceedings Additional Links Publishers website where all IJCAI proceedings are published
Counterfactual Reasoning for Causal Responsibility Attribution in Probabilistic Multi-Agent Systems 2026 - Accepted/In press Mu, C., Najib, M. Chapters in Books, Reports and Conference Proceedings: Conference Proceedings Additional Links Proceedings at the publisher's website
GRAIL: Goal Recognition Alignment through Imitation Learning 2026 - Accepted/In press Elhadad, O., Meneguzzi, F., Mirsky, R. Chapters in Books, Reports and Conference Proceedings: Conference Proceedings Digital Object Identifier https://doi.org/10.65109/ZCPS6180
HyperTensioN and Total-order Forward Decomposition Optimizations: JAAMAS Track 2026 - Accepted/In press CecĂlio Magnaguagno, M., Meneguzzi, F., de Silva, L. Chapters in Books, Reports and Conference Proceedings: Conference Proceedings Digital Object Identifier https://doi.org/10.65109/IREH8205
Online Goal Recognition using Path Signature and Dynamic Time Warping 2026 - Accepted/In press Meneguzzi, F. Chapters in Books, Reports and Conference Proceedings: Conference Proceedings Additional Links Proceedings at the conference website
You Can Go First: Planning For Social Law Synthesis In Asymmetric Multi-Agent Settings 2026 - Accepted/In press Sreedharan, S., Hopkins, P., Meneguzzi, F. Chapters in Books, Reports and Conference Proceedings: Conference Proceedings Digital Object Identifier https://doi.org/10.65109/FAZU7063
A BDI Task-oriented Agent in Belief Space 2026 Ichida, A. Y., Meneguzzi, F. ACM Transactions on Autonomous and Adaptive Systems, vol. 21, no. 2, 17 Contributions to Journals: Articles Digital Object Identifier https://doi.org/10.1145/3770857 Open Access http://aura.abdn.ac.uk/bitstreams/b7ca20e1-fa09-4811-b5c6-7d4e9a10c061/download
A Dual-System Neuro-Symbolic Framework with Accident Prediction for Autonomous Driving 2026 - Accepted/In press Wang, J., Amado, L., Cardoso, R. C. Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
A Graphical Interface for Visualising and Debugging MASPY Agents 2026 - Accepted/In press Neres, G., Mellado, A. L. L., Cardoso, R. C., Borges, A. P., Alves, G. V. Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
Neuro-Symbolic Pump Scheduling for Safe and Cost-efficient Water Distribution Networks 2026 - Accepted/In press Islam, M., Yao, F., Zhao, W., Cardoso, R. C., Xu, M. Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
Towards Collaborative BDI Agents for Human-AI Teamwork 2026 - Accepted/In press Radeva, M., Cardoso, R. C. Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
MASPY: A Python Framework for Developing BDI Agents with Reinforcement Learning 2026 - Accepted/In press Mellado, A. L. L., Neres, G., Borges, A. P., Cardoso, R. C., Alves, G. V. Chapters in Books, Reports and Conference Proceedings: Conference Proceedings Digital Object Identifier https://doi.org/10.65109/YIGW5980
Sentence representations for semantic textual similarity: A systematic review 2026 Guder, L., Aires, J. P., da Silva, H. U., Meneguzzi, F., Griebler, D. Computer Speech & Language, vol. 100, 101970 Contributions to Journals: Articles Digital Object Identifier https://doi.org/10.1016/j.csl.2026.101970 Open Access http://aura.abdn.ac.uk/bitstreams/157f32d9-c571-42bc-bb14-0c6f9b043631/download
Beyond Mimicry: Toward Lifelong Adaptability in Imitation Learning 2026 Gavenski, N., Meneguzzi, F., Rodrigues, O. Working Papers and Discussion Papers Digital Object Identifier https://doi.org/10.48550/arXiv.2602.19930 Open Access http://aura.abdn.ac.uk/bitstreams/0e90bc85-a04d-4f88-8db5-9d99a84e47c5/download
Grail: Goal Recognition Alignment through Imitation Learning 2026 Elhadad, O., Meneguzzi, F., Mirsky, R. Working Papers and Discussion Papers Digital Object Identifier https://doi.org/10.48550/arXiv.2602.14252 Open Access http://aura.abdn.ac.uk/bitstreams/58c7c197-2303-41f0-99e0-b2dc2d1ff517/download
Towards AI-Sympathy Using Agents 2026 - Accepted/In press Rodriguez, S., Logan, B., Thangarajah, J. Contributions to Conferences
Open-World Verification: A Grand Challenge for Autonomous System 2026 - Accepted/In press Leahy, K., Asgari, H., Dennis, L. A., Feather, M. S., Fisher, M., Ibanez-Guzman, J., Logan, B., I. Olszewska, J., Redfield, S. Proceedings of the IEEE Contributions to Journals: Articles
A Multi-Robot Architecture for Continuous Planning and Execution using BDI Agents 2026 - Accepted/In press Silva, C. J., Ralha, C. G., Santos, R. M., Cardoso, R. C. Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
An ML-BDI Reasoner to Support Crime Investigation in Digital Forensics 2026 - Accepted/In press Dall'Agnol Deconto, G., dos Santos Teixeira, L., Castagna Lunardi, R., Cardoso, R. C., Meneguzzi, F., Zorzo, A. F. Chapters in Books, Reports and Conference Proceedings: Conference Proceedings Digital Object Identifier https://doi.org/10.65109/ZGRS2204
Bases for Weighted Gradual Semantics and Inverse Problems in Argumentation Theory 2026 Libman, A., Oren, N., Yun, B. Journal of Artificial Intelligence Research, vol. 85, 42 Contributions to Journals: Articles Digital Object Identifier https://doi.org/10.1613/jair.1.20450 Open Access http://aura.abdn.ac.uk/bitstreams/aaea8fd5-c112-48dd-bf5c-bb3e2e71d82f/download
Synthesising Reward Machines for Cooperative Multi-Agent Reinforcement Learning 2026 Varricchione, G., Alechina, N., Dastani, M., Logan, B. Journal of Artificial Intelligence Research, vol. 85, 38 Contributions to Journals: Articles Digital Object Identifier https://doi.org/10.1613/jair.1.20151 Open Access http://aura.abdn.ac.uk/bitstreams/268a56f8-71e1-4a5d-a431-13c89d04a286/download
TrafficSim: A Simulation Framework for the Scottish Rail Network in ROS2 2025 Leslie, R., Earnshaw, C., Jam, F., Komnata, K., Maita, A., Cardoso, R. C. Chapters in Books, Reports and Conference Proceedings: Conference Proceedings Digital Object Identifier https://doi.org/10.1007/978-3-032-11442-6_34 Open Access http://aura.abdn.ac.uk/bitstreams/816b4ff4-39f7-4126-bc14-d477e2811812/download
Run-time verification of robot-assisted surgery using visual input 2025 Gogoladze, K., van Jaarsveld, R., Alechina, N., De Jong, R., Al Khalil, Y., Kuiper, G., Logan, B., Ruurda, J. Contributions to Journals: Conference Articles Online https://ceur-ws.org/Vol-4142/ Open Access http://aura.abdn.ac.uk/bitstreams/1551cdbb-82de-4c52-8848-8fad72f5e5d7/download
Reliable Intention Selection in BDI Agents with Recovery Shields 2025 Ferrando, A., Cardoso, R. C. Chapters in Books, Reports and Conference Proceedings: Conference Proceedings Digital Object Identifier https://doi.org/10.3233/FAIA251228 Open Access http://aura.abdn.ac.uk/bitstreams/c7846450-ab13-4356-a2d1-8e32bb881881/download