Fernando Fernández

Sergio Jiménez, Fernando Fernández, Daniel Borrajo: Integrating Planning, Execution, and Learning to Improve Plan Execution. Computational Intelligence 29(1): 1-36 (2013)

Fernando Fernández, Manuela M. Veloso: Learning domain structure through probabilistic policy reuse in reinforcement learning. Progress in AI 2(1): 13-27 (2013)

Javier García, Fernando Borrajo, Fernando Fernández: Reinforcement Learning for Decision-Making in a Business Simulator. International Journal of Information Technology and Decision Making 11(5): 935-960 (2012)

José Eloy Flórez, Javier Carbó, Fernando Fernández: A Meta-Tool to Support the Development of Knowledge Engineering Methodologies and Projects. International Journal of Software Engineering and Knowledge Engineering 22(8): 1055-1084 (2012)

Sergio Jiménez, Tomás de la Rosa, Susana Fernández, Fernando Fernández, Daniel Borrajo: A review of machine learning for automated planning. Knowledge Eng. Review 27(4): 433-467 (2012)

Rocío García-Durán, Fernando Fernández, Daniel Borrajo: A prototype-based method for classification with time constraints: a case study on automated planning. Pattern Anal. Appl. 15(3): 261-277 (2012)

Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández: Calibrating a Motion Model Based on Reinforcement Learning for Pedestrian Simulation. MIG 2012: 302-313

Ezequiel Quintero, Vidal Alcázar, Daniel Borrajo, Juan Fernández-Olivares, Fernando Fernández, Angel García Olaya, Cesar Guzman, Eva Onaindia, David Prior: Autonomous Mobile Robot Control and Learning with the PELEA Architecture. Automated Action Planning for Autonomous Mobile Robots 2011

Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández: Multi-agent Reinforcement Learning for Simulating Pedestrian Navigation. ALA 2011: 54-69

Rubén Suárez, Rocío García-Durán, Fernando Fernández: A Similarity Function with Local Feature Weighting for Structured Data. ESANN 2011

Fernando Borrajo, Yolanda Bueno, Isidro de Pablo, Begoña Santos, Fernando Fernández, Javier García, Ismael Sagredo: SIMBA: A simulator for business education and research. Decision Support Systems 48(3): 498-506 (2010)

Fernando Fernández, Javier García, Manuela M. Veloso: Probabilistic Policy Reuse for inter-task transfer learning. Robotics and Autonomous Systems 58(7): 866-871 (2010)

Francisco Martinez-Gil, Fernando Barber, Miguel Lozano, Francisco Grimaldo, Fernando Fernández: A Reinforcement Learning Approach for Multiagent Navigation. ICAART (1) 2010: 607-610

Javier García, Fernando Borrajo, Fernando Fernández: Learning Virtual Agents for Decision-Making in Business Simulators. MALLOW 2010

Ana Iglesias, Paloma Martínez, Ricardo Aler, Fernando Fernández: Learning teaching strategies in an Adaptive and Intelligent Educational System through Reinforcement Learning. Appl. Intell. 31(1): 89-106 (2009)

Ana Iglesias, Paloma Martínez, Ricardo Aler, Fernando Fernández: Reinforcement learning of pedagogical policies in adaptive and intelligent educational systems. Knowl.-Based Syst. 22(4): 266-270 (2009)

Iván López-Bueno, Javier García, Fernando Fernández: Two Steps Reinforcement Learning in Continuous Reinforcement Learning Tasks. IWANN (1) 2009: 577-584

Fernando Fernández, Daniel Borrajo, Susana Fernández, David Manzano-Macho: Assisting Data Mining through Automated Planning. MLDM 2009: 760-774

Fernando Fernández, Pedro Isasi: Nearest prototype classification of noisy data. Artif. Intell. Rev. 30(1-4): 53-66 (2008)

Fernando Fernández, Daniel Borrajo: Two steps reinforcement learning. Int. J. Intell. Syst. 23(2): 213-245 (2008)

Beatriz Gallo, Rubén San Segundo, Juan Manuel Lucas, Roberto Barra-Chicote, Luis Fernando D'Haro, Fernando Fernández: Aplicación de métodos estadísticos para la traducción de voz a Lengua de Signos. Procesamiento del Lenguaje Natural 41 (2008)

Fernando Fernández, Pedro Isasi: Local Feature Weighting in Nearest Prototype Classification. IEEE Transactions on Neural Networks 19(1): 40-53 (2008)

Sergio Jiménez, Fernando Fernández, Daniel Borrajo: The PELA Architecture: Integrating Planning and Learning to Improve Execution. AAAI 2008: 1294-1299

Rocío García-Durán, Fernando Fernández, Daniel Borrajo: Prototypes Based Relational Learning. AIMSA 2008: 130-143

David Camacho, Fernando Fernández, Miguel A. Rodelgo: Roboskeleton: An architecture for coordinating robot soccer agents. Eng. Appl. of AI 19(2): 179-188 (2006)

Fernando Fernández, Manuela M. Veloso: Reusing and Building a Policy Library. ICAPS 2006: 378-381

Fernando Fernández, Manuela M. Veloso: Probabilistic policy reuse in a reinforcement learning agent. AAMAS 2006: 720-727

Rocío García-Durán, Fernando Fernández, Daniel Borrajo: Combining Macro-operators with Control Knowledge. ILP 2006: 229-243

Fernando Fernández, Daniel Borrajo, Lynne E. Parker: A Reinforcement Learning Algorithm in Cooperative Multi-Robot Domains. Journal of Intelligent and Robotic Systems 43(2-4): 161-174 (2005)

Sergio Jiménez, Fernando Fernández, Daniel Borrajo: Machine Learning of Plan Robustness Knowledge About Instances. ECML 2005: 609-616

Fernando Fernández, Pedro Isasi: Evolutionary Design of Nearest Prototype Classifiers. J. Heuristics 10(4): 431-454 (2004)

Ana Iglesias, Paloma Martínez, Ricardo Aler, Fernando Fernández: Learning Content Sequencing in an Educational Environment According to Student Needs. ALT 2004: 454-463

Ricardo de Córdoba, Javier Ferreiros, Valentín Sama, Javier Macías Guarasa, Luis Fernando D'Haro, Fernando Fernández: Language identification techniques based on full recognition in an air traffic control task. INTERSPEECH 2004

Fernando Fernández, Valentín Sama, Luis Fernando D'Haro, Rubén San Segundo, Ricardo de Córdoba, Juan Manuel Montero: Implementation of dialog applications in an open-source voiceXML platform. INTERSPEECH 2004

Ana Iglesias, Paloma Martínez, Fernando Fernández: An Experience Applying Reinforcement Learning in a Web-Based Adaptive and Intelligent Educational System. Informatics in Education 2(2): 223-240 (2003)

Agapito Ledezma, Fernando Fernández, Ricardo Aler: From Continuous Behaviour to Discrete Knowledge. IWANN (2) 2003: 217-224

Pedro Isasi, Fernando Fernández: Evolutionary Approach to Overcome Initialization Parameters in Classification Problems. IWANN (1) 2003: 254-261

Ana Iglesias, Paloma Martínez, Fernando Fernández: Navigating through the RLATES Interface: A Web-Based Adaptive and Intelligent Educational System. OTM Workshops 2003: 175-184

Fernando Fernández, Pedro Isasi Viñuela: Automatic Finding of Good Classifiers Following a Biologically Inspired Metaphor. Computers and Artificial Intelligence 21(3) (2002)

Fernando Fernández, Daniel Borrajo: On Determinism Handling While Learning Reduced State Space Representations. ECAI 2002: 380-384

Ana Iglesias, Paloma Martínez, Dolores Cuadra, Elena Castro, Fernando Fernández: Learning to Teach Database Design by Trial and Error. ICEIS 2002: 500-505

Fernando Fernández, Pedro Isasi: Designing nearest neighbour classifiers by the evolution of a population of prototypes. ESANN 2001: 171-178

Fernando Fernández, Daniel Borrajo: VQQL. Applying Vector Quantization to Reinforcement Learning. RoboCup 1999: 292-303