Fernando Fernández

Cited by

	All	Since 2015
Citations	2632	1807
h-index	26	20
i10-index	55	39

460

230

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345

200220032004200520062007200820092010201120122013201420152016201720182019202012 13 23 37 26 37 47 73 53 113 82 97 149 153 172 258 324 439 453

Co-authors

Daniel BorrajoProfessor of Computer Science, Universidad Carlos III de MadridVerified email at ia.uc3m.es
Francisco Javier GarcíaUniversidad Carlos III de MadridVerified email at inf.uc3m.es
Manuela M. VelosoHerbert A. Simon University Professor of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Ana IglesiasAssociate Professor - Computer Science and Engineering Department - Universidad Carlos III de MadridVerified email at inf.uc3m.es
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
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 MartínezCatedrática de Universidad (Full Professor), Computer Science Department, Universidad Carlos III deVerified email at inf.uc3m.es
Luis V. CalderitaAssitant Professor University of LeónVerified email at unileon.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
Sergio Jiménez CelorrioValencian Research Institute for Artificial Intelligence. Universitat Politècnica de ValènciaVerified email at dsic.upv.es
Cristina Suarez MejiasFISEVI, Virgen del Rocío University HospitalVerified email at juntadeandalucia.es
Ricardo AlerUniversidad Carlos III de MadridVerified email at inf.uc3m.es
Isabel CenamorUniversidad Carlos III de MadridVerified email at alumnos.uc3m.es
Luis J. MansoLecturer in Computer Science, Aston University, UKVerified email at aston.ac.uk
Pedro IsasiComputer Science, Carlos III of Madrid UniversityVerified email at ia.uc3m.es
José Carlos González DoradoPh. D., Universidad Carlos III de MadridVerified email at inf.uc3m.es
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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
A comprehensive survey on safe reinforcement learning J Garcıa, F Fernández Journal of Machine Learning Research 16 (1), 1437-1480, 2015	513	2015
Probabilistic policy reuse in a reinforcement learning agent F Fernández, M Veloso Proceedings of the fifth international joint conference on Autonomous agents …, 2006	274	2006
Safe Exploration of State and Action Spaces in Reinforcement Learning J Garcıa, F Fernández Journal of Artificial Intelligence Research 45, 515-564, 2012	98	2012
Probabilistic policy reuse for inter-task transfer learning F Fernández, J García, M Veloso Robotics and Autonomous Systems 58 (7), 866-871, 2010	90	2010
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	87	2012
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	78	2009
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), e1, 2014	67	2014
Evolutionary design of nearest prototype classifiers F Fernández, P Isasi Journal of Heuristics 10 (4), 431-454, 2004	67	2004
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	64	2010
Learning in large cooperative multi-robot domains F Fernandez, LE Parker Acta Press, 2001	60	2001
Local feature weighting in nearest prototype classification F Fernández, P Isasi IEEE Transactions on Neural Networks 19 (1), 40-53, 2008	49	2008
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	48	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	48	2017
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	46	2009
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	41	2014
The PELA architecture: integrating planning and learning to improve execution S Jiménez, F Fernández, D Borrajo National Conference on Artificial Intelligence (AAAI’2008), 2008	41	2008
VQQL. Applying vector quantization to reinforcement learning F Fernández, D Borrajo Robot Soccer World Cup, 292-303, 1999	38	1999
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	35	2017
Aprendizaje Automatico D Borrajo, F Fernández, A Automático Editorial Sanz y Torres, 2005	35*	2005
Two steps reinforcement learning F Fernández, D Borrajo International Journal of Intelligent Systems 23 (2), 213-245, 2008	34	2008

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