Fernando Fernández

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Francisco Javier GarcíaUniversidad Carlos III de MadridVerified email at inf.uc3m.es
Daniel BorrajoProfessor of Computer Science, Universidad Carlos III de MadridVerified email at ia.uc3m.es
José Carlos González DoradoPh. D. Universidad Carlos III de Madrid, InrobicsVerified email at alumnos.uc3m.es
Manuela M. VelosoHerbert A. Simon University Professor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
José Carlos Pulido PascualPh.D. in Computer Science and TechnologyVerified email at inf.uc3m.es
Antonio BanderaDpto. Tecnologia Electronica, Malaga UniversityVerified email at uma.es
Ana IglesiasAssociate Professor - Computer Science and Engineering Department - Universidad Carlos III de MadridVerified email at inf.uc3m.es
Pablo BustosRoboLab, School of Technology, Universidad de ExtremaduraVerified email at unex.es
Tomás de la RosaUniversidad Carlos III of MadridVerified email at inf.uc3m.es
Paloma Martínez (ORCID 0000-0003-...Full Professor, Computer Science Department, Universidad Carlos III de MadridVerified email at inf.uc3m.es
Miguel Lozano IbáñezComputer Science, University of Valencia - SpainVerified email at uv.es
Francisco Martinez GilTitular de Universidad. Universitat de ValenciaVerified email at uv.es
Luis V. CalderitaAssistant Professor University of ExtremaduraVerified email at unex.es
Cristina Suarez MejiasFISEVI, Virgen del Rocío University HospitalVerified email at juntadeandalucia.es
Sergio Jiménez CelorrioValencian Research Institute for Artificial Intelligence. Universitat Politècnica de ValènciaVerified email at dsic.upv.es
RAQUEL FUENTETAJAUniversidad Carlos III de MadridVerified email at inf.uc3m.es
Ricardo AlerUniversidad Carlos III de MadridVerified email at inf.uc3m.es
Isabel CenamorXplain A. G.Verified email at alumnos.uc3m.es
Luis J. MansoLecturer in Computer Science, Aston University, UKVerified email at aston.ac.uk
Juan Pedro BanderaProfesor de Tecnología Electrónica (UMA)Verified email at uma.es

Fernando Fernández

Profesor Titular Universidad Carlos III de Madrid (UC3M)

Verified email at inf.uc3m.es - Homepage

Inteligencia Artificial Aprendizaje Automático Planificación Automática Robótica Social Asistencial I. A. en Finanzas


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A comprehensive survey on safe reinforcement learning J Garcıa, F Fernández Journal of Machine Learning Research 16 (1), 1437-1480, 2015	1241	2015
Probabilistic policy reuse in a reinforcement learning agent F Fernández, M Veloso Proceedings of the fifth international joint conference on Autonomous agents …, 2006	367	2006
Safe Exploration of State and Action Spaces in Reinforcement Learning J Garcıa, F Fernández Journal of Artificial Intelligence Research 45, 515-564, 2012	160	2012
A review of machine learning for automated planning S Jiménez, T De La Rosa, S Fernández, F Fernández, D Borrajo The Knowledge Engineering Review 27 (4), 433-467, 2012	144	2012
Probabilistic policy reuse for inter-task transfer learning F Fernández, J García, M Veloso Robotics and Autonomous Systems 58 (7), 866-871, 2010	119	2010
Learning teaching strategies in an adaptive and intelligent educational system through reinforcement learning A Iglesias, P Martínez, R Aler, F Fernández Applied Intelligence 31 (1), 89-106, 2009	105	2009
SIMBA: A simulator for business education and research F Borrajo, Y Bueno, I De Pablo, B Santos, F Fernández, J García, ... Decision Support Systems 48 (3), 498-506, 2010	88	2010
THERAPIST: towards an autonomous socially interactive robot for motor and neurorehabilitation therapies for children LV Calderita, LJ Manso, P Bustos, C Suárez-Mejías, F Fernández, ... JMIR rehabilitation and assistive technologies 1 (1), e3151, 2014	83	2014
Evaluating the child–robot interaction of the NAOTherapist platform in pediatric rehabilitation JC Pulido, JC González, C Suárez-Mejías, A Bandera, P Bustos, ... International Journal of Social Robotics 9 (3), 343-358, 2017	80	2017
Evaluating the child–robot interaction of the naotherapist platform in pediatric rehabilitation JC Pulido, JC González, C Suárez-Mejías, A Bandera, P Bustos, ... International Journal of Social Robotics 9 (3), 343-358, 2017	80	2017
Evolutionary design of nearest prototype classifiers F Fernández, P Isasi Journal of Heuristics 10 (4), 431-454, 2004	71	2004
Reinforcement learning of pedagogical policies in adaptive and intelligent educational systems A Iglesias, P Martínez, R Aler, F Fernández Knowledge-Based Systems 22 (4), 266-270, 2009	66	2009
Learning in large cooperative multi-robot domains F Fernandez, LE Parker Acta Press, 2001	64	2001
Modeling, evaluation, and scale on artificial pedestrians: a literature review F Martinez-Gil, M Lozano, I García-Fernández, F Fernández ACM Computing Surveys (CSUR) 50 (5), 1-35, 2017	56	2017
A three-layer planning architecture for the autonomous control of rehabilitation therapies based on social robots JC González, JC Pulido, F Fernández Cognitive Systems Research 43, 232-249, 2017	55	2017
MARL-Ped: A multi-agent reinforcement learning based framework to simulate pedestrian groups F Martinez-Gil, M Lozano, F Fernández Simulation Modelling Practice and Theory 47, 259-275, 2014	51	2014
Local feature weighting in nearest prototype classification F Fernández, P Isasi IEEE Transactions on Neural Networks 19 (1), 40-53, 2008	48	2008
Multi-agent reinforcement learning for simulating pedestrian navigation F Martinez-Gil, M Lozano, F Fernández International Workshop on Adaptive and Learning Agents, 54-69, 2012	47	2012
The PELA architecture: integrating planning and learning to improve execution S Jiménez, F Fernández, D Borrajo National Conference on Artificial Intelligence (AAAI’2008), 2008	47	2008
Learning Domain Structure Through Probabilistic Policy Reuse in Reinforcement Learning F Fernández, M Veloso Progress In Artificial Intelligence, 2012	44	2012

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