No results founds

2025 (5)

Calo, S.; Jonsson, A.; Neu, G.; Schwartz, L.; Segovia-Aguas, J.. Distances for Markov chains from sample streams. arxiv.org 2025; : .

Deb A, Cipollone R, Jonsson A, Ronca A, Talebi MS. Offline RL in Regular Decision Processes: Sample Efficiency via Language Metrics. Dins: Yue Y, Garg A, Peng N, Sha F, Yu R (eds.). 13th International Conference on Learning Representations (ICLR 2025). . : International Conference on Learning Representations (ICLR); 2025. p. 33454-33478.

Szczech, Kamil; Wojnar, Maksymilian; Kosek-Szott, Katarzyna; Rusek, Krzysztof; Szott, Szymon; Marasinghe, Dileepa; Rajatheva, Nandana; Combes, Richard; Wilhelmi, Francesc; onsson, Anders, 1973-; Bellalta, Boris. Toward specialized wireless networks using an ML-driven radio interface. IEEE Access 2025; 13: 141814-141831.

Carrascosa-Zamacois M.; Galati-Giordano L.; Wilhelmi F.; Fontanesi G.; Jonsson A.; Geraci G.; Bellalta B.. XR Streaming Performance With Wi-Fi 7 Multi-Link Operation. IEEE Open Journal of the Communications Society 2025; 6: 6477-6490.

Carrascosa-Zamacois M, Galati-Giordano L, Wilhelmi F, Fontanesi G, Jonsson A, Geraci G, Bellalta B. XR Streaming Performance with Wi-Fi 7 Multi-Link Operation. IEEE Open Journal of the Communications Society; 2025.

2024 (9)

Calo, S.; Jonsson, A.; Neu, G.; Schwartz, L.; Segovia-Aguas, J.. Bisimulation metrics are optimal transport distances, and can be computed efficiently. Dins: --. Advances in Neural Information Processing Systems. . : ; 2024. p. 134345-134386.

Calo S, Jonsson A, Neu G, Schwartz L, Segovia-Aguas J. Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently. arxiv.org; 2024.

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: .

Infante Molina, A. Guillermo; Jonsson, Anders, 1973-; Gómez Cerdà, Vicenç. Hierarchical average-reward linearly-solvable Markov decision processes. Frontiers in Artificial Intelligence and Applications 2024; 392(0): 1325-1332.

Infante G., Jonsson A., Gomez V.. Hierarchical Average-Reward Linearly-Solvable Markov Decision Processes. Dins: Endriss U., Melo F.S., Bach K., Bugarín-Diz A., Alonso-Moral J.M., Barro S., Heintz F. (eds.). 27th European Conference on Artificial Intelligence, 19-24 October 2024. . : IOS Press; 2024. p. 1325-1332.

Carrascosa-Zamacois M., Galati-Giordano L., Wilhelmi F., Fontanesi G., Jonsson A., Geraci G., Bellalta B.. Performance Evaluation of MLO for XR Streaming: Can Wi-Fi 7 Meet the Expectations?. Dins: -. 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD). . : IEEE; 2024. . .

Kuric D.; Infante G.; Gomez V.; Jonsson A.; van Hoof H.. Planning with a Learned Policy Basis to Optimally Solve Complex Tasks. Proceedings International Conference on Automated Planning and Scheduling 2024; 34: 333-341.

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: .

Infante, Guillermo; Kuric, David; Gómez, Vicenç; Jonsson, Anders; van Hoof, Herke. Using a Learned Policy Basis to Optimally Solve Reward Machines. Seventeenth European Workshop on Reinforcement Learning; 2024.

2023 (4)

Furelos-Blanco D, Law M, Jonsson A, Broda K, Russo A. Hierarchies of Reward Machines. Proceedings of Machine Learning Research 2023; 202: 10494-10541.

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: .

Carrascosa-Zamacois M, Geraci G, Galati-Giordano L, Jonsson A, Bellalta B. Understanding Multi-link Operation in Wi-Fi 7: Performance, Anomalies, and Solutions. Dins: -. IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC. . : ; 2023. . .

2022 (3)

Segovia-Aguas J.; Celorrio S.J.; Jonsson A.. Computing Programs for Generalized Planning as Heuristic Search (Extended Abstract). IJCAI: proceedings of the conference 2022; 0(0): 5334-5338.

Bernardino G.; Jonsson A.; Loncaric F.; Marti Castellote P.M.; Sitges M.; Clarysse P.; Duchateau N.. Reinforcement learning for active modality selection during diagnosis. Lecture Notes in Computer Science 2022; : 592-601.