Fernando Fernández

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Citations	3040	2058
h-index	27	19
i10-index	61	41

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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
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
Ana IglesiasAssociate Professor - Computer Science and Engineering Department - Universidad Carlos III de MadridVerified email at inf.uc3m.es
José Carlos González DoradoPh. D., Universidad Carlos III de MadridVerified 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
Paloma MartínezFull Professor, Computer Science Department, Universidad Carlos III de MadridVerified email at inf.uc3m.es
Tomás de la RosaUniversidad Carlos III of 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 LeónVerified email at unileon.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 CenamorXplain A. G.Verified email at alumnos.uc3m.es
Luis J. MansoLecturer in Computer Science, Aston University, UKVerified email at aston.ac.uk
RAQUEL FUENTETAJAUniversidad Carlos III de MadridVerified email at inf.uc3m.es
Pedro IsasiComputer Science, Carlos III of Madrid UniversityVerified email at ia.uc3m.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	700	2015
Probabilistic policy reuse in a reinforcement learning agent F Fernández, M Veloso Proceedings of the fifth international joint conference on Autonomous agents …, 2006	308	2006
Safe Exploration of State and Action Spaces in Reinforcement Learning J Garcıa, F Fernández Journal of Artificial Intelligence Research 45, 515-564, 2012	122	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	103	2012
Probabilistic policy reuse for inter-task transfer learning F Fernández, J García, M Veloso Robotics and Autonomous Systems 58 (7), 866-871, 2010	100	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	84	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), e3151, 2014	71	2014
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	71	2010
Evolutionary design of nearest prototype classifiers F Fernández, P Isasi Journal of Heuristics 10 (4), 431-454, 2004	69	2004
Learning in large cooperative multi-robot domains F Fernandez, LE Parker Acta Press, 2001	61	2001
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	56	2009
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	55	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	55	2017
Local feature weighting in nearest prototype classification F Fernández, P Isasi IEEE Transactions on Neural Networks 19 (1), 40-53, 2008	48	2008
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	44	2014
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	41	2017
VQQL. Applying vector quantization to reinforcement learning F Fernández, D Borrajo Robot Soccer World Cup, 292-303, 1999	38	1999
Multi-agent reinforcement learning for simulating pedestrian navigation F Martinez-Gil, M Lozano, F Fernández International Workshop on Adaptive and Learning Agents, 54-69, 2011	37	2011
The PELA architecture: integrating planning and learning to improve execution S Jiménez, F Fernández, D Borrajo National Conference on Artificial Intelligence (AAAI’2008), 2008	37	2008
Learning Domain Structure Through Probabilistic Policy Reuse in Reinforcement Learning F Fernández, M Veloso Progress In Artificial Intelligence, 2012	35	2012

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