/ [plg] Planning & Learning research Group - UC3M
PLANNING & LEARNING RESEARCH GROUP logoplg Universidad Carlos III de Madrid
isabel cenamor
Javier García Polo

Post-Doc

Office: 2.1.B16 / +(34) 91 624 59 81

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

  2013 (1)
Combining Linear Programming and Automated Planning to Solve Intermodal Transportation Problems. Garc\́ia, J.; Florez, J. E.; Torralba, Á.; Borrajo, D.; Linares López, C.; Garc\́ia-Olaya, Á.; and Sáenz, J. European Journal of Operational Research (EJOR), 227: 216--226. 2013.
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  2012 (3)
Safe Exploration of the State and Action Spaces In Reinforcement Learning. Garc\́ia, J.; and Fernández, F. Journal of Artificial Intelligence Research (JAIR), 45: 515--564. 2012.
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Reinforcement Learning for Decision-Making in a Business Simulator. Garc\́ia, J.; Borrajo, F.; and Fernández, F. International Journal of Information Technology & Decision Making, 11(5): 935. 2012.
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Solving Multi-modal and Uni-modal Transportation Problems through TIMIPlan. Garcia, J.; Torralba, A.; Garc\ia-Olaya, A.; Linares-López, C.; Flórez, J. E; and Borrajo, D. In 13th IFAC Symposium on Control in Transportation Systems, 2012.
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  2011 (3)
Business Simulators for Business Education and Research: SIMBA Experience. Borrajo, F.; Bueno, Y.; Fernández, F.; Garc\́ia, J.; de Pablo, I.; Sagredo, I.; and Santos, B. Computer Games As Educational and Management Tools:: Uses and Approaches, 229. 2011.
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Planning multi-modal transportation problems. Flórez, J. E; de Reyna, A. T. A.; Garc\́ia, J.; López, C. L.; Garc\ia-Olaya, A.; and Borrajo, D. In Proceedings of ICAPS'11, 2011. AAAI Press
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Safe reinforcement learning in high-risk tasks through policy improvement. Garcia, J.; and Fernandez, F. In IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning (ADPRL), pages 76--83, 2011. IEEE
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  2010 (7)
Probabilistic Policy Reuse for Inter-Task Transfer Learning. Fernandez, F.; Garcia, J.; and Veloso, M. Robotics and Autonomous Systems, 58(7): 866--871. 2010.
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SIMBA: A Simulator for Business Education and Research. Borrajo, F.; Bueno, Y.; de Pablo, I.; Santos, B.; Fernández, F.; Garc\́ia, J.; and Sagredo, I. Decision Support Systems, 48(3): 498--509. 2010.
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A Comparative Study of Discretization Approaches for State Space Generalization in the Keepaway Soccer Task. Garc\ia, J.; López-Bueno, I.; Fernández, F.; and Borrajo, D. In In Progress in Education, volume 21. Nova Science Publishers, 2010.
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Business Simulation in Business Education. Borrajo, F.; Bueno, Y.; Fernández, F.; Garc\́ia, J.; de Pablo, I.; Sagredo, I.; and Santos, B. In In Distance Education. Nova Science Publishers, 2010.
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Learning Virtual Agents for Decision-Making in Business Simulators. Garcia, J.; Fernández, F.; and Borrajo, F. In Proceedings of MALLOW (Multi-Agent Logics, Languages, and Organisations Federated Workshops), 2010.
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Timiplan: An application to solve multimodal transportation problems. Flórez, J. E.; Torralba, Á.; Garc\́ia, J.; Linares López, C.; Garc\́ia-Olaya, Á.; and Borrajo, D. In Proceedings of Scheduling and Planning Applications woRKshop (SPARK). Workshop of the Twentieth International Conference on Automated Planning and Scheduling (ICAPS'10), Toronto, Ontario (Canada), 2010.
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Un simulador empresarial como herramienta práctica para la asignatura de Aprendizaje Automático. Fuentetaja, R.; de Castro, S.; Garc\́ia, J.; Fernández, F.; Borrajo, D.; and Borrajo, F. JENUI, . 2010.
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  2009 (1)
Two Steps Reinforcement Learning in Continuous Reinforcement Learning Tasks. López-Bueno, I.; Garc\́ia, J.; and Fernández, F. In 10th International Work-Conference on Artificial Neural Networks (IWANN '09), 2009.
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  2007 (1)
Reinforcement learning in the robocupsoccer keepaway. Garcia, J.; Veloso, M.; and Fernández, F. In Proceedings of the 12th Conference of the Spanish Association for Artificial Intelligence (CAEPIA'07+ TTIA), 2007.
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