544 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of the Basque CountryES29 papers
- IkerbasqueES10 papers
- Basque Center for Applied MathematicsES8 papers
- Instituto Andaluz de Ciencias de la TierraES6 papers
- Universidad de GranadaES6 papers
- Universidad Carlos III de MadridES4 papers
- GMV Innovating Solutions (Spain)ES3 papers
- Instituto de Ciencia de Materiales de MadridES3 papers
- Shanghai UniversityCN3 papers
- TecnaliaES3 papers
- EUNEIZES2 papers
- Euskadiko Parke TeknologikoaES2 papers
4 papers · 1 filter
Resilience to the Flowing Unknown: an Open Set Recognition Framework for Data Streams
Marcos Barcina-Blanco, Jesus L. Lobo, Pablo Garcia-Bringas +1
Modern digital applications extensively integrate Artificial Intelligence models into their core systems, offering significant advantages for automated decision-making. However, th…
Reducing Spatial Discretization Error on Coarse CFD Simulations Using an OpenFOAM-Embedded Deep Learning Framework
Jesus Gonzalez-Sieiro, David Pardo, Vincenzo Nava +2
We propose a method for reducing the spatial discretization error of coarse computational fluid dynamics (CFD) problems by enhancing the quality of low-resolution simulations using…
Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning
Pankayaraj Pathmanathan, Natalia Díaz-Rodríguez, Javier Del Ser
In this work, we investigate the means of using curiosity on replay buffers to improve offline multi-task continual reinforcement learning when tasks, which are defined by the non-…
An Evaluation Study of Intrinsic Motivation Techniques applied to Reinforcement Learning over Hard Exploration Environments
Alain Andres, Esther Villar-Rodriguez, Javier Del Ser
In the last few years, the research activity around reinforcement learning tasks formulated over environments with sparse rewards has been especially notable. Among the numerous ap…