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Learning relational decision trees for guiding heuristic planning. Rosa, T.; Jiménez, S.; and Borrajo, D. 2008. In Proceedings of ICAPS'08, September.
Learning relational decision trees for guiding heuristic planning [PDF] Learning relational decision trees for guiding heuristic planning [bib]    
Scaling up Heuristic Planning with Relational Decision Trees. la Rosa, T. D.; Jiménez, S.; Fuentetaja, R.; and Borrajo, D. 2011. Journal of Artificial Intelligence Research, 40:767--813.
Scaling up Heuristic Planning with Relational Decision Trees [PDF] Scaling up Heuristic Planning with Relational Decision Trees [bib]    
Three Relational Learning Approaches for Lookahead Heuristic Search. Rosa, T.; García-Durán, R.; Jiménez, S.; Fernández, F.; Ángel Garcia-Olaya; and Borrajo, D. 2009. In Proceedings of the Workshop on Planning and Learning of ICAPS09, September.
Three Relational Learning Approaches for Lookahead Heuristic Search [PDF] Three Relational Learning Approaches for Lookahead Heuristic Search [bib]    
Learning actions success patterns from execution. Jiménez, S. 2007. In Doctoral Consoritum ICAPS'07.
Learning actions success patterns from execution [bib]
Encyclopedia of Artificial Intelligence. Jiménez, S.; Rosa, T.; Rabuńal, J. R.; Dorado, J.; and Sierra, A. P. 2008. ISBN 978-1-59904-849-9
Encyclopedia of Artificial Intelligence [bib]
Issues in Multi-Agent Systems. The AgentCities.ES Experience. López, B.; Fernández, S.; Bajo, J.; Corchado, J. M.; Fuentetaja, R.; González, M.; Isern, D.; Jiménez, S.; Valls, A.; Moreno, A.; and Pavón, J. 2007. Whitestein Series in Software Agent Technologies and Autonomic Computing. ISBN 978-3-7643-85-42-2
Issues in Multi-Agent Systems. The AgentCities.ES Experience [bib] Buy
Capturing knowledge about the instances behavior in probabilistic domains. Jiménez, S.; Fernández, F.; Borrajo, D.; and Tucson, A. 2005. In Proceedings of the 24th Workshop of the UK Planning and Scheduling Special Interest Group, 44--51, December.
Capturing knowledge about the instances behavior in probabilistic domains [PDF] Capturing knowledge about the instances behavior in probabilistic domains [bib]    
The PELA architecture: integrating planning and learning to improve execution. Jiménez, S.; Fernández, F.; and Borrajo, D. 2008. In Proceedings of the AAAI'08, July, AAAI.
The PELA architecture: integrating planning and learning to improve execution [PDF] The PELA architecture: integrating planning and learning to improve execution [bib]    
Integrating Planning, Execution and Learning to Improve Plan Execution. Jiménez, S.; Fernández, F.; and Borrajo, D. In P. Computational Intelligence Journal.
Integrating Planning, Execution and Learning to Improve Plan Execution [PDF] Integrating Planning, Execution and Learning to Improve Plan Execution [bib]    
A Review of Machine Learning for Automated Planning. Jiménez, S.; Rosa, T.; Fernández, S.; Fernández, F.; and Borrajo, D. In P. Knowledge Engineering Review Journal.
A Review of Machine Learning for Automated Planning [PDF] A Review of Machine Learning for Automated Planning [bib]    
Scaling up Heuristic Planning with Relational Decision Trees. la Rosa, T. D.; Jiménez, S.; Fuentetaja, R.; and Borrajo, D. 2011. Journal of Artificial Intelligence Research(40)767--813.
Scaling up Heuristic Planning with Relational Decision Trees [PDF] Scaling up Heuristic Planning with Relational Decision Trees [bib]    
Inducing non-deterministic actions behavior to plan robustly in non-deterministic domains. Jiménez, S.; Fernández, F.; Borrajo, D.; and Guettier, C. 2006. In Working notes of the ICAPS'06 Workshop on Planning under Uncertainty and Execution Control for Autonomous Systems, 67--74, June.
Inducing non-deterministic actions behavior to plan robustly in non-deterministic domains [PDF] Inducing non-deterministic actions behavior to plan robustly in non-deterministic domains [bib]    
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