Fernando Fernández
Fernando Fernández
Profesor Titular Universidad Carlos III de Madrid (UC3M)
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TítuloCitado porAño
Probabilistic policy reuse in a reinforcement learning agent
F Fernández, M Veloso
Proceedings of the fifth international joint conference on Autonomous agents …, 2006
A comprehensive survey on safe reinforcement learning
J Garcıa, F Fernández
Journal of Machine Learning Research 16 (1), 1437-1480, 2015
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
Evolutionary design of nearest prototype classifiers
F Fernández, P Isasi
Journal of Heuristics 10 (4), 431-454, 2004
Probabilistic policy reuse for inter-task transfer learning
F Fernández, J García, M Veloso
Robotics and Autonomous Systems 58 (7), 866-871, 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
Learning in large cooperative multi-robot domains
F Fernandez, LE Parker
Acta Press, 2001
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
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
Local feature weighting in nearest prototype classification
F Fernández, P Isasi
IEEE Transactions on Neural Networks 19 (1), 40-53, 2008
Safe Exploration of State and Action Spaces in Reinforcement Learning
J Garcıa, F Fernández
Journal of Artificial Intelligence Research 45, 515-564, 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
VQQL. Applying vector quantization to reinforcement learning
F Fernández, D Borrajo
Robot Soccer World Cup, 292-303, 1999
Two steps reinforcement learning
F Fernández, D Borrajo
International Journal of Intelligent Systems 23 (2), 213-245, 2008
Techniques for learning in multi-robot teams
LE Parker, C Touzet, F Fernandez
Robot Teams: From Diversity to Polymorphism. AK Peters, 2001
IBACOP and IBACOP2 planner
I Cenamor, T de la Rosa, F Fernández
IPC 2014 planner abstracts, 35-38, 2014
Aprendizaje Automatico
D Borrajo, F Fernández, A Automático
Editorial Sanz y Torres, 2005
Learning predictive models to configure planning portfolios
I Cenamor, T De La Rosa, F Fernández
Proceedings of the 4th workshop on Planning and Learning (ICAPS-PAL 2013), 14-22, 2013
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
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
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Artículos 1–20