Publications (Scientific Output)
2024 (10)Calo S.; Bistaffa F.; Jonsson A.; Gomez V.; Viana M.. Spatial air quality prediction in urban areas via message passing. Engineering Applications of Artificial Intelligence 2024; 133. |
Cate B.t.; Dalmau V.; Kolaitis P.G.; Wu W.L.. When Do Homomorphism Counts Help in Query Algorithms?. Leibniz international proceedings in informatics 2024; 290. |
Cate B.t.; Dalmau V.; Opršal J.. Right-Adjoints for Datalog Programs. Leibniz international proceedings in informatics 2024; 290. |
Gabbianelli G, Neu G, Okolo N, Papini M. Offline Primal-Dual Reinforcement Learning for Linear MDPs. Proceedings of Machine Learning Research 2024; 238: 3169-3177. |
Garriga R, Gómez V, Lugosi G. Individualized post-crisis monitoring of psychiatric patients via Hidden Markov models. Frontiers in Digital Health 2024; (6). |
Kuric D, Infante Molina G, Gómez V, Jonsson A, Van Hoof H. Planning with a Learned Policy Basis to Optimally Solve Complex Tasks. En: Edited by Sara Bernardini, Christian Muise. Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling. 2024. |
Neu G, Olkhovskaya J, Vakili S. Adversarial Contextual Bandits Go Kernelized. Proceedings of Machine Learning Research 2024; 237: 907-929. |
Segovia-Aguas J, Jiménez S, Jonsson A. Generalized Planning as Heuristic Search: A new planning search-space that leverages pointers over objects. Artificial Intelligence 2024; 330. |
Segovia-Aguas J.; Jimenez S.; Jonsson A.. Generalized planning as heuristic search: A new planning search-space that leverages pointers over objects. Artificial Intelligence 2024; 330. |
Taitler A, Alford R, Espasa J, Behnke G, Fišer D, Gimelfarb M, Pommerening F, Sanner S, Scala E, Schreiber D, Segovia-Aguas J, Seipp J. The 2023 International Planning Competition. AI Magazine 2024. |
2023 (8)Carrascosa-Zamacois M, Geraci G, Galati-Giordano L, Jonsson A, Bellalta B. Understanding Multi-link Operation in Wi-Fi 7: Performance, Anomalies, and Solutions. En: -. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC. 2023. |
Carrascosa-Zamacois M.; Galati-Giordano L.; Jonsson A.; Geraci G.; Bellalta B.. Performance and Coexistence Evaluation of IEEE 802.11be Multi-link Operation. Proceedings on IEEE Wireless Communications and Networking Conference 2023; 2023-March(0). |
Cipollone R, Ronca A, Jonsson A, Talebi MS. Provably Efficient Offline Reinforcement Learning in Regular Decision Processes. Advances in Neural Information Processing Systems 2023; 36. |
Clerico E, Deligiannidis G, Doucet A. Wide stochastic networks: Gaussian limit and PAC-Bayesian training. Proceedings of Machine Learning Research 2023; 201: 447-470. |
Furelos-Blanco D, Law M, Jonsson A, Broda K, Russo A. Hierarchies of Reward Machines. Proceedings of Machine Learning Research 2023; 202: 10494-10541. |
Moulin A, Neu G. Optimistic Planning by Regularized Dynamic Programming. Proceedings of Machine Learning Research 2023; 202: 25337-25357. |
Neu G, Rosasco L. Conference on Learning Theory 2023: Preface. Proceedings of Machine Learning Research 2023; 195. |
Segovia-Aguas J, Ferrer-Mestres J, Jiménez S. Synthesis of Procedural Models for Deterministic Transition Systems. En: -. 26th European Conference on Artificial Intelligence. Krakow: -; 2023. p. 2081-2088. |
2022 (20)Asimi K, Barto L, Butti S. Fixed-Template Promise Model Checking Problems. En: Solnon C. Leibniz International Proceedings in Informatics, LIPIcs . Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing; 2022. |
Atserias A, Dalmau V. Promise constraint satisfaction and width. En: Naor JS, Buchbinder N (eds.). Proceedings of the 2022 Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2022). New York: ACM; 2022. p. 1129-1153. |