Fernando Fernández - Google Scholar Citations

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	All	Since 2015
Citations	2189	1396
h-index	25	17
i10-index	48	31

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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 Department - Universidad Carlos III de Madrid (UC3M)Verified email at inf.uc3m.es
Antonio BanderaDpto. Tecnologia Electronica, Malaga UniversityVerified email at uma.es
José Carlos Pulido PascualPhD student at Universidad Carlos III de MadridVerified email at inf.uc3m.es
Pablo BustosComputer Science, 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
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. CalderitaPhd. 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 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
SUSANA FERNANDEZ ARREGUIUniversidad 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


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	357	2015
Probabilistic policy reuse in a reinforcement learning agent F Fernández, M Veloso Proceedings of the fifth international joint conference on Autonomous agents …, 2006	252	2006
Probabilistic policy reuse for inter-task transfer learning F Fernández, J García, M Veloso Robotics and Autonomous Systems 58 (7), 866-871, 2010	80	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	75	2012
Safe Exploration of State and Action Spaces in Reinforcement Learning J Garcıa, F Fernández Journal of Artificial Intelligence Research 45, 515-564, 2012	73	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	69	2009
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	61	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), e1, 2014	59	2014
Learning in large cooperative multi-robot domains F Fernandez, LE Parker Acta Press, 2001	58	2001
Local feature weighting in nearest prototype classification F Fernández, P Isasi IEEE Transactions on Neural Networks 19 (1), 40-53, 2008	47	2008
The PELA architecture: integrating planning and learning to improve execution S Jiménez, F Fernández, D Borrajo National Conference on Artificial Intelligence (AAAI’2008), 2008	38	2008
VQQL. Applying vector quantization to reinforcement learning F Fernández, D Borrajo Robot Soccer World Cup, 292-303, 1999	36	1999
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	34	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	32	2009
Two steps reinforcement learning F Fernández, D Borrajo International Journal of Intelligent Systems 23 (2), 213-245, 2008	31	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	30	2014
Techniques for learning in multi-robot teams LE Parker, C Touzet, F Fernandez Robot Teams: From Diversity to Polymorphism. AK Peters, 2001	30	2001
IBACOP and IBACOP2 planner I Cenamor, T de la Rosa, F Fernández IPC 2014 planner abstracts, 35-38, 2014	29	2014
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	29	2011

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