/ [plg] Planning & Learning research Group - UC3M
PLANNING & LEARNING RESEARCH GROUP logoplg Universidad Carlos III de Madrid
member name
Raquel Fuentetaja

Position

Office: 2.1.B19 / +(34) 91 624 88 42

/ www.plg.inf.uc3m.es/~rfuentet/

  2015 (3)
Compiling Objects to Counters. Special Case of Creation Planning. Fuentetaja, R.; and de la Rosa, T. AI Communications. 2015. In Press
Compiling Objects to Counters. Special Case of Creation Planning [link]Paper   bibtex
Exploring the synergy between two modular learning techniques for Automated Planning. Fuentetaja, R.; Chrpa, L.; McCluskey, T. L.; and Vallati, M. In Proceedings of the 8th Annual Symposium on Combinatorial Search (SoCS'15), pages 35-43, Israel, 2015. AAAI Press
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Using Automated Planning to Obtain Extensions in AFs and Solve Credulous Acceptance of Arguments under Admissibility Semantics. González-Ferrer, A.; and Fuentetaja, R. In Proceedings of the 16th Conference of the Spanish Association for Artificial Intelligence, CAEPIA'15, Albacete (Spain), 2015.
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  2014 (2)
Planning with ensembles of classifiers. Garbajosa, A.; de la Rosa, T.; and Fuentetaja, R. In Proceedings of the Twenty-One European Conference on Artificial Intelligence (ECAI 2014). Edited by Torsten Schaub, Gerhard Friedrich, Barry O'Sullivan. Series Frontiers in Artificial Intelligence and Applications. Volume 263. DOI: 10.3233/978-1-61499-419-0-1007, pages 1007-1008, Prague. Czech Republic, 2014. IOS Press coreA
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The ROLLENT Planning and Learning System at the IPC-8 Learning Track. Fuentetaja, R.; Chrpa, L.; de la Rosa, T.; and Vallati, M. In International Planning Competition (IPC-8) Learning Track, 2014.
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  2013 (2)
Multi-step Generation of Bayesian Networks Models for Software Projects Estimations. Fuentetaja, R.; Borrajo, D.; Linares, C.; and Ocón, J. The International Journal of Computational Intelligence Systems, 6(5): 796–821. 2013.
Multi-step Generation of Bayesian Networks Models for Software Projects Estimations [link]Paper   bibtex   1 download
Revisiting regression in planning. In International Join Conference on Artificial Intelligence. IJCAI'13., 2013. AAAI Press coreA
Revisiting regression in planning [pdf]Paper   bibtex
  2012 (1)
A Planning-based Approach for Generating Planning Problems. Fuentetaja, R.; and de las Rosa, T. In AAAI Workshop on Problem Solving Using Classical Planners. AAAI'12, pages 30-36, Toronto, Canadá, July 2012. AAAI, AAAI Press
A Planning-based Approach for Generating Planning Problems [link]Paper   bibtex
  2011 (2)
Scaling up Heuristic Planning with Relational Decision Trees. De la Rosa, T.; Jiménez, S.; Fuentetaja, R.; and Borrajo, D. Journal of Artificial Intelligence Research, (40): 767–813. 2011.
Scaling up Heuristic Planning with Relational Decision Trees [pdf]Paper   bibtex   2 downloads
On the importance of breaking ties in the relaxed plan heuristic. De la Rosa, T.; and Fuentetaja, R. Journal of of Experimental and Theoretical Artificial Intelligence, 23:2: 233-254. 2011.
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  2010 (2)
A Look-ahead B&B Search for Cost-Based Planning. Fuentetaja, R.; Borrajo, D.; and Linares, C. In Meseguer, P.; Mandow, L.; and Martínez-Gasca, R., editor(s), Current Topics in Artificial Intelligence, CAEPIA 2009 Selected Papers, volume LNAI 5988, of Lecture Notes on Artificial Intelligence, pages 201-211, Sevilla (Spain), 2010. Springer Verlag
A Look-ahead B&B Search for Cost-Based Planning [link]Paper   doi   bibtex   2 downloads
Un simulador empresarial como herramienta práctica para la asignatura de aprendizaje automático. Fuentetaja, R.; de Castro, S.; García, J.; Fernández, F.; and Borrajo, D. In XVI Jornadas de enseñanza universitaria de informática. JENUI 2010. ISBN 84-693-3741-7 (registro: 10/60190), pages 41-48, Santiago de Compostela, España, 2010.
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  2009 (1)
A Unified View of Cost-Based Heuristics. Fuentetaja, R.; Borrajo, D.; and Linares, C. In , editor(s), Proceedings of Workshop on Heuristics for Domain-Independent Planning, ICAPS'09, pages 70-77, Thessaloniki, Greece, September 2009.
A Unified View of Cost-Based Heuristics [pdf]Paper   bibtex   4 downloads
  2008 (2)
A New Approach to Heuristic Estimations for Cost-Based Planning. Fuentetaja, R.; Borrajo, D.; and Linares, C. In , editor(s), Proceedings of $21^{\mbox{st}}$ International FLAIRS Conference. FLAIRS'08, Coconut Grove, FL (USA), May 2008.
A New Approach to Heuristic Estimations for Cost-Based Planning [pdf]Paper   bibtex   2 downloads
. López, B.; Fernández, S.; Bajo, J.; Corchado, J. M.; Fuentetaja, R.; González, M.; Isern, D.; Jiménez, S.; and Valls, A. Cognitive Abilities in Agents. Whitestein Series in Software Agents Technologies and Autonomic Computing. Birkhauser Verlag, Germany, 2008.
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  2007 (1)
PLTOOL. A KE Tool for Planning and Learning. Fernández, S.; Borrajo, D.; Fuentetaja, R.; Arias, J. D.; and Veloso, M. Knowledge Engineering Review Journal, 22:2(2): 153–184. 2007.
PLTOOL. A KE Tool for Planning and Learning [pdf]Paper   bibtex   1 download
  2006 (4)
Improving control-knowledge acquisition for planning by active learning. Fuentetaja, R.; and Borrajo, D. In Tobias Scheffer, J. F.; and Spiliopoulou, M., editor(s), Proceedings of 17th European Conference on Machine Learning (ECML'06), volume 4212, of Lecture Notes in Computer Science, pages 138–149, Berlin (Germany), 2006. Springer Verlag coreA
Improving control-knowledge acquisition for planning by active learning [pdf]Paper   bibtex
Improving relaxed planning graph heuristics for metric optimization. Fuentetaja, R.; Borrajo, D.; and Linares, C. In Felner, A.; Holte, R. C.; and Geffner, H., editor(s), Working notes of the AAAI'06 Workshop on Heuristic Search, Memory Based Heuristics and Their Applications, pages 79-85, Boston, MA (USA), July 2006. AAAI Press
Improving relaxed planning graph heuristics for metric optimization [pdf]Paper   bibtex
Integrating Action Preconditions Difficulty within the Relaxed Plan Heuristic Measure. De la Rosa, T.; and Fuentetaja, R. In Felner, A.; Holte, R. C.; and Geffner, H., editor(s), Working notes of the AAAI'06 Workshop on Heuristic Search, Memory Based Heuristics and Their Applications. WS-06-08, pages 87-90, Boston, MA (USA), July 2006. AAAI Press
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Some Active Learning Schemes to Acquire Control Knowledge for Planning. Fuentetaja, R.; and Borrajo, D. In Working notes of the AAAI'06 Workshop on Learning for Search, pages 93-100, Boston, MA (USA), July 2006. AAAI Press
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  2005 (2)
Tool for automatically acquiring control knowledge for planning. Borrajo, D.; Fernández, S.; Fuentetaja, R.; Arias, J. D.; and Veloso, M. In Barták, R.; and McCluskey, L., editor(s), Working notes of the ICAPS'05 Competition on Knowledge Engineering for Planning and Scheduling, pages 11-17, Monterey, CA (USA), June 2005. AAAI, AAAI Press
Tool for automatically acquiring control knowledge for planning [pdf]Paper   bibtex
Hydrologic Models for Emergency Decission Support Using Bayesian Networks. Molina, M.; Fuentetaja, R.; and Garrote, L. In 8th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU'05). Lecture Notes in Artificial Intelligence. LNAI 3571, pages 88-99, Barcelona, Spain, 2005. Springer Verlag coreA07
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  2002 (2)
Propuesta de una arquitectura multiagente para la gestión de tráfico. Robledo, M.; Fuentetaja, R.; Serrano, A. G.; and Hernández, J. Z. In Open Discussion Track. VII Conferencia Iberoamericana de Inteligencia Artificial. IBERAMIA'02, pages 127-136, Sevilla, Spain, 2002.
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Adapting the Interaction with a Natural Speech Avatar: Some Ideas on a User Model. Hernández, J. Z.; Rodrigo, L.; and Fuentetaja, R. In UK Workshop on Multiagent Systems. UKMAS, Liverpool, England, 2002.
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