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Learning Logic Explanations by Neural Networks.

, , , , , , and . Compendium of Neurosymbolic Artificial Intelligence, volume 369 of Frontiers in Artificial Intelligence and Applications, IOS Press, (2023)

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On a Convex Logic Fragment for Learning and Reasoning., , , and . IEEE Trans. Fuzzy Syst., 27 (7): 1407-1416 (2019)Categorical Foundations of Explainable AI: A Unifying Formalism of Structures and Semantics., , , , , and . CoRR, (2023)Autonomous Vehicle Platoons in Urban Road Networks: A Joint Distributed Reinforcement Learning and Model Predictive Control Approach., , , , , and . IEEE CAA J. Autom. Sinica, 11 (1): 141-156 (January 2024)A Sustainable Multi-Agent Routing Algorithm for Vehicle Platoons in Urban Networks., , , and . IEEE Trans. Intell. Transp. Syst., 24 (12): 14830-14840 (December 2023)LYRICS: a General Interface Layer to Integrate Logic Inference and Deep Learning, , , and . (2019)Logic Explained Networks., , , , , , and . NeSy, volume 3432 of CEUR Workshop Proceedings, page 432-433. CEUR-WS.org, (2023)Set-theoretic receding horizon control for nonlinear systems: a data-driven approach., , , and . EUROCON, page 579-584. IEEE, (2023)LYRICS: A General Interface Layer to Integrate Logic Inference and Deep Learning., , , and . ECML/PKDD (2), volume 11907 of Lecture Notes in Computer Science, page 283-298. Springer, (2019)Interpretable Graph Networks Formulate Universal Algebra Conjectures., , , , , , and . CoRR, (2023)T-norms driven loss functions for machine learning., , , , and . Appl. Intell., 53 (15): 18775-18789 (August 2023)