/ [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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