Zerrendatu honen arabera: egilea "11e1fa3983cfe12945c217f7086fbb5d"
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ADAPT: an Automatic Diagnosis of Activity and Processes in auTomation environments
Azkarate, Igor; Aguirre, Aitor; Uranga Andrés, Josu; Eciolaza, Luka (IEEE, 2020)In an automated industrial environment, a large volume of data and signals is available, both from sensors and actuators in machinery and from the interaction with operators and users. Operation diagnosis can have multiple ... -
AI-based Performance Issue Detection for Cyber-Physical System Software Updates
Gartziandia, Aitor (Mondragon Unibertsitatea. Goi Eskola Politeknikoa, 2023)Cyber-Physical Systems (CPSs) are systems that integrate computation and communication with the physical world. Software systems that are embedded in CPSs usually have a large life-cycle and are continuously evolving in ... -
Data-Driven Optimization of Plasma Electrolytic Oxidation (PEO) Coatings with Explainable Artificial Intelligence Insights
Duo, Aitor; Aguirre, Aitor (MDPI, 2024)PEO constitutes a promising surface technology for the development of protective and functional ceramic coatings on lightweight alloys. Despite its interesting advantages, including enhanced wear and corrosion resistances ... -
Novel automated interactive reinforcement learning framework with a constraint-based supervisor for procedural tasks
Elguea Aguinaco, Iñigo; Aguirre, Aitor; Izagirre, Unai; Inziarte Hidalgo, Ibai; Bogh, Simon; Arana-Arexolaleiba, Nestor (Elsevier, 2025)Learning to perform procedural motion or manipulation tasks in unstructured or uncertain environments poses significant challenges for intelligent agents. Although reinforcement learning algorithms have demonstrated positive ... -
Sistemas interactivos inteligentes de ayuda al aprendizaje de destrezas físicas
Aguirre, Aitor (Universidad de Navarra, 2013)Errealitate Birtualean oinarritutako sistemen eta Adimen Artifizialaren arteko elkarlana garrantzi handikoa da hezkuntzaren arlo askotan. Konbinazio honetan oinarritutako sistemak Ikasketarako Laguntza Sistema Interaktibo ...
