2008 |
19 | | Sergio Jiménez,
Fernando Fernández,
Daniel Borrajo:
The PELA Architecture: Integrating Planning and Learning to Improve Execution.
AAAI 2008: 1294-1299 |
18 | EE | Rocío García-Durán,
Fernando Fernández,
Daniel Borrajo:
Prototypes Based Relational Learning.
AIMSA 2008: 130-143 |
17 | EE | Fernando Fernández,
Pedro Isasi:
Local Feature Weighting in Nearest Prototype Classification.
IEEE Transactions on Neural Networks 19(1): 40-53 (2008) |
16 | EE | Fernando Fernández,
Daniel Borrajo:
Two steps reinforcement learning.
Int. J. Intell. Syst. 23(2): 213-245 (2008) |
2006 |
15 | EE | Fernando Fernández,
Manuela M. Veloso:
Probabilistic policy reuse in a reinforcement learning agent.
AAMAS 2006: 720-727 |
14 | | Fernando Fernández,
Manuela M. Veloso:
Reusing and Building a Policy Library.
ICAPS 2006: 378-381 |
13 | EE | Rocío García-Durán,
Fernando Fernández,
Daniel Borrajo:
Combining Macro-operators with Control Knowledge.
ILP 2006: 229-243 |
2005 |
12 | EE | Sergio Jiménez,
Fernando Fernández,
Daniel Borrajo:
Machine Learning of Plan Robustness Knowledge About Instances.
ECML 2005: 609-616 |
11 | EE | 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 |
10 | EE | Ana Iglesias,
Paloma Martínez,
Ricardo Aler,
Fernando Fernández:
Learning Content Sequencing in an Educational Environment According to Student Needs.
ALT 2004: 454-463 |
9 | EE | Fernando Fernández,
Pedro Isasi:
Evolutionary Design of Nearest Prototype Classifiers.
J. Heuristics 10(4): 431-454 (2004) |
2003 |
8 | EE | Pedro Isasi,
Fernando Fernández:
Evolutionary Approach to Overcome Initialization Parameters in Classification Problems.
IWANN (1) 2003: 254-261 |
7 | EE | Agapito Ledezma,
Fernando Fernández,
Ricardo Aler:
From Continuous Behaviour to Discrete Knowledge.
IWANN (2) 2003: 217-224 |
6 | EE | Ana Iglesias,
Paloma Martínez,
Fernando Fernández:
Navigating through the RLATES Interface: A Web-Based Adaptive and Intelligent Educational System.
OTM Workshops 2003: 175-184 |
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 | EE | 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 |