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| 2011 | ||
|---|---|---|
| 33 | Francisco Martinez-Gil, Miguel Lozano, Fernando Fernández: Multi-agent Reinforcement Learning for Simulating Pedestrian Navigation. ALA 2011: 54-69 | |
| 32 | 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 | |
| 31 | Rubén Suárez, Rocío García-Durán, Fernando Fernández: A Similarity Function with Local Feature Weighting for Structured Data. ESANN 2011 | |
| 2010 | ||
| 30 | Francisco Martinez-Gil, Fernando Barber, Miguel Lozano, Francisco Grimaldo, Fernando Fernández: A Reinforcement Learning Approach for Multiagent Navigation. ICAART (1) 2010: 607-610 | |
| 29 | Javier García, Fernando Borrajo, Fernando Fernández: Learning Virtual Agents for Decision-Making in Business Simulators. MALLOW 2010 | |
| 28 | 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) | |
| 27 | Fernando Fernández, Javier García, Manuela M. Veloso: Probabilistic Policy Reuse for inter-task transfer learning. Robotics and Autonomous Systems 58(7): 866-871 (2010) | |
| 2009 | ||
| 26 | Iván López-Bueno, Javier García, Fernando Fernández: Two Steps Reinforcement Learning in Continuous Reinforcement Learning Tasks. IWANN (1) 2009: 577-584 | |
| 25 | Fernando Fernández, Daniel Borrajo, Susana Fernández, David Manzano-Macho: Assisting Data Mining through Automated Planning. MLDM 2009: 760-774 | |
| 24 | 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) | |
| 23 | 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) | |
| 2008 | ||
| 22 | Sergio Jiménez, Fernando Fernández, Daniel Borrajo: The PELA Architecture: Integrating Planning and Learning to Improve Execution. AAAI 2008: 1294-1299 | |
| 21 | Rocío García-Durán, Fernando Fernández, Daniel Borrajo: Prototypes Based Relational Learning. AIMSA 2008: 130-143 | |
| 20 | Fernando Fernández, Pedro Isasi: Nearest prototype classification of noisy data. Artif. Intell. Rev. 30(1-4): 53-66 (2008) | |
| 19 | Fernando Fernández, Pedro Isasi: Local Feature Weighting in Nearest Prototype Classification. IEEE Transactions on Neural Networks 19(1): 40-53 (2008) | |
| 18 | Fernando Fernández, Daniel Borrajo: Two steps reinforcement learning. Int. J. Intell. Syst. 23(2): 213-245 (2008) | |
| 2006 | ||
| 17 | Fernando Fernández, Manuela M. Veloso: Probabilistic policy reuse in a reinforcement learning agent. AAMAS 2006: 720-727 | |
| 16 | Fernando Fernández, Manuela M. Veloso: Reusing and Building a Policy Library. ICAPS 2006: 378-381 | |
| 15 | Rocío García-Durán, Fernando Fernández, Daniel Borrajo: Combining Macro-operators with Control Knowledge. ILP 2006: 229-243 | |
| 14 | David Camacho, Fernando Fernández, Miguel A. Rodelgo: Roboskeleton: An architecture for coordinating robot soccer agents. Eng. Appl. of AI 19(2): 179-188 (2006) | |
| 2005 | ||
| 13 | Sergio Jiménez, Fernando Fernández, Daniel Borrajo: Machine Learning of Plan Robustness Knowledge About Instances. ECML 2005: 609-616 | |
| 12 | 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) | |
| 2004 | ||
| 11 | Ana Iglesias, Paloma Martínez, Ricardo Aler, Fernando Fernández: Learning Content Sequencing in an Educational Environment According to Student Needs. ALT 2004: 454-463 | |
| 10 | Fernando Fernández, Pedro Isasi: Evolutionary Design of Nearest Prototype Classifiers. J. Heuristics 10(4): 431-454 (2004) | |
| 2003 | ||
| 9 | Pedro Isasi, Fernando Fernández: Evolutionary Approach to Overcome Initialization Parameters in Classification Problems. IWANN (1) 2003: 254-261 | |
| 8 | Agapito Ledezma, Fernando Fernández, Ricardo Aler: From Continuous Behaviour to Discrete Knowledge. IWANN (2) 2003: 217-224 | |
| 7 | Ana Iglesias, Paloma Martínez, Fernando Fernández: Navigating through the RLATES Interface: A Web-Based Adaptive and Intelligent Educational System. OTM Workshops 2003: 175-184 | |
| 6 | 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) | |
| 2002 | ||
| 5 | Fernando Fernández, Daniel Borrajo: On Determinism Handling While Learning Reduced State Space Representations. ECAI 2002: 380-384 | |
| 4 | Ana Iglesias, Paloma Martínez, Dolores Cuadra, Elena Castro, Fernando Fernández: Learning to Teach Database Design by Trial and Error. ICEIS 2002: 500-505 | |
| 3 | Fernando Fernández, Pedro Isasi Viñuela: Automatic Finding of Good Classifiers Following a Biologically Inspired Metaphor. Computers and Artificial Intelligence 21(3): (2002) | |
| 2001 | ||
| 2 | Fernando Fernández, Pedro Isasi: Designing nearest neighbour classifiers by the evolution of a population of prototypes. ESANN 2001: 171-178 | |
| 1999 | ||
| 1 | Fernando Fernández, Daniel Borrajo: VQQL. Applying Vector Quantization to Reinforcement Learning. RoboCup 1999: 292-303 | |
Colors in the list of coauthors
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