User:Quesnel

Permanent researcher at INRA, in BIA unit of the MIA department.


Contents

Research interests

  • Theory of modeling and simulation : DEVS Discrete System Event Specification.
  • VLE: A multi-modelling, simulation and analysis environment of complex dynamical systems.
  • Simulation Optimization
  • Intelligent agents
  • Planning under uncertainty

Qualifications

Select publications

  • G. Quesnel, R. Duboz and É. Ramat, The Virtual Laboratory Environment - An Operational Framework for Multi-Modelling, Simulation and Analysis of Complex Systems, Simulation Modelling Practice and Theory, (17), 641-653, April 2009.
  • Bruno Bonté, Raphaël Duboz, Gauthier Quesnel and Jean-Pierre Müller, Recursive simulation and experimental frame for multiscale simulation, SCSC'09: Summer Computer Simulation Conference, Istanbul, Turkey, July 13-16, 2009.
  • E. Rachelson, G. Quesnel, F. Garcia and P. Fabiani, A Simulation-based Approach for Solving Generalized Semi-Markov Decision Processes, European Conference on Artificial Intelligence, Patras, Greece, 21-25 juillet 2008

Recent papers

  • Roux, O., Duvivier, D., Quesnel, G., Ramat, E., Combes, C. (2010), UML-statechart modeling tool for the VLE simulator: an application to a chronic renal dialysis unit, 8th International Conference of Modeling and Simulation, MOSIM’10 : “Evaluation and optimization of innovative production systems of goods and services”, Hammamet, Tunisia, May 10-12.
  • Quesnel, G., Duboz, R and Ramat, E. (2009). The Virtual Laboratory Environment -- An operational framework for multi-modelling, simulation and analysis of complex dynamical systems. Simulation Modelling Practice and Theory, 17, 641-653.
  • Bonté, B., Duboz, R, Quesnel, G and Müller, J. (2009). Recursive simulation and experimental frame for multiscale simulation. In (ed.), SCSC'09: Summer Computer Simulation Conference.
  • Rachelson, E., Quesnel, G, Garcia, F and Fabiani, P. (2008). A Simulation-based Approach for Solving Generalized Semi-Markov Decision Processes. In (ed.), European Conference on Artificial Intelligence.
  • Rachelson, E., Quesnel, G, Garcia, F and Fabiani, P. (2008). Approximate Policy Iteration for Generalized Semi-Markov Decision Processes: an Improved Algorithm. In (ed.), European Workshop on Reinforcement Learning.
  • Roux, O., Duvivier, D, Quesnel, G and Ramat, É. (2009). Optimization of preventive maintenance through a combined maintenance-production simulation model. In (ed.), International Conference on Industrial Engineering and Systems Management (IESM 2009).
  • Quesnel, G., Ramat, É and Makowski, D. (2009). Software environments for implementing the particle filter with dynamic models. In (ed.), Proceedings of Farming Systems Design.
  • Bergez, J.E., Chabrier, P, Garcia, F, Gary, C, Makowski, D, Quesnel, G, Ramat, É, Raynal, H, Rousse, N and Wallach, D. (2009). RECORD: a new software platform to model and simulate cropping systems. In (ed.), Proceedings of Farming Systems Design.
  • Rachelson, E., Fabiani, P, Garcia, F and Quesnel, G. (2008). Une Approche basée sur la Simulation pour l'Optimisation des Processus Décisionnels Semi-Markoviens Généralisés. In (ed.), Conférence Francophone sur l'Apprentissage Automatique.
  • Akplogan, M., Garcia, F, Joannon, A, Martin-Clouaire, R and Quesnel, G. (2009). Un modèle DEVS d'agent intelligent: application à la conduite des systèmes de culture. In O. Sigaud and M. Vié (ed.), Journées Francophones Planification Décision Apprentissage (JFPDA 2009).

Teaching

  • Open source development: 36h (2006), Master 2 I2L
  • C++ language: 120h (2004-2006)
  • Operating system (low level): 30h (2005-2006)
  • Networks: 104h (2004-2006)
  • Advanced Data Structures 64h (2003)
  • Java: 57h (2002, 2003)

Contact informations

  • Address:
Gauthier Quesnel
Unité de Biométrie et Intelligence Artificielle
INRA, BP 52627
Chemin de Borde-Rouge - Auzeville
31326 Castanet-Tolosan Cedex
France


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