Fernando Fernández

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Citations	3393	2229
h-index	29	20
i10-index	61	34

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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
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
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
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
RAQUEL FUENTETAJAUniversidad Carlos III de MadridVerified email at inf.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

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	878	2015
Probabilistic policy reuse in a reinforcement learning agent F Fernández, M Veloso Proceedings of the fifth international joint conference on Autonomous agents …, 2006	328	2006
Safe Exploration of State and Action Spaces in Reinforcement Learning J Garcıa, F Fernández Journal of Artificial Intelligence Research 45, 515-564, 2012	135	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	124	2012
Probabilistic policy reuse for inter-task transfer learning F Fernández, J García, M Veloso Robotics and Autonomous Systems 58 (7), 866-871, 2010	101	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	90	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	76	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	72	2010
Evolutionary design of nearest prototype classifiers F Fernández, P Isasi Journal of Heuristics 10 (4), 431-454, 2004	70	2004
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	66	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	66	2017
Learning in large cooperative multi-robot domains F Fernandez, LE Parker Acta Press, 2001	63	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	60	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	49	2014
Local feature weighting in nearest prototype classification F Fernández, P Isasi IEEE Transactions on Neural Networks 19 (1), 40-53, 2008	48	2008
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	44	2017
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	39	2017
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	39	2011
VQQL. Applying vector quantization to reinforcement learning F Fernández, D Borrajo Robot Soccer World Cup, 292-303, 1999	39	1999
Learning Domain Structure Through Probabilistic Policy Reuse in Reinforcement Learning F Fernández, M Veloso Progress In Artificial Intelligence, 2012	38	2012

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