Frédérick Garcia

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Citations	2319	812
h-index	24	12
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Co-authors

Roger Martin-ClouaireINRA research director (DR2), MIAT (INRA), Univ. ToulouseVerified email at inra.fr
Marie-Josee CrosINRAEVerified email at inrae.fr
Duru MINRA ToulouseVerified email at toulouse.inra.fr
Gauthier QuesnelINRA Researcher, MIAT (INRA), TMBI (Univ. Toulouse)Verified email at inra.fr
Régis SabbadinResearch Scientist, in Computer Science, INRA, FranceVerified email at inra.fr
Chantal Gascuel-OdouxInraVerified email at rennes.inra.fr
Daniel WallachINRA, University of FloridaVerified email at toulouse.inra.fr
olivier CrespoUniversity of Cape TownVerified email at csag.uct.ac.za
iadine ChadèsPrincipal Research Scientist CSIROVerified email at csiro.au
marie-odile cordierprofessor of computer science, university of Rennes1Verified email at irisa.fr
Durand PatrickINRA AgroCampus Ouest, UMR 1069, Sol Agro et hydrosysteme Spatialisation (SAS)Verified email at inra.fr
Jerome Langsenior researcher at CNRSVerified email at lamsade.dauphine.fr
Eric RamatProfesseur d'informatique, Université du Littoral - Côte d'OpaleVerified email at univ-littoral.fr
Thomas SchiexINRA, Toulouse, FranceVerified email at inra.fr
Jean-Yves DourmadINRA Agrocampus Ouest - UMR PegaseVerified email at rennes.inra.fr
Olivier TherondINRAVerified email at inra.fr
Kristina BlennowProfessor, Swedish University of Agricultural SciencesVerified email at slu.se
Philippe LaborieIBMVerified email at fr.ibm.com
Florent Teichteil-KönigsbuchAirbus Group InnovationsVerified email at airbus.com
François GuerrinINRA & CIRAD, UR Recyclage et risque, MontpellierVerified email at cirad.fr

Frédérick Garcia

INRA Research Director (DR1), MIAT (INRA), TMBI (Univ. Toulouse)

Verified email at toulouse.inra.fr

Artificial Intelligence Decision making Discrete-event simulation Agro-ecosystems


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Working with dynamic crop models: evaluation, analysis, parameterization, and applications F Brun, D Wallach, D Makowski, JW Jones Elsevier, 2006	219	2006
Models to support cropping plan and crop rotation decisions. A review J Dury, N Schaller, F Garcia, A Reynaud, JE Bergez Agronomy for sustainable development 32 (2), 567-580, 2012	176	2012
Designing crop management systems by simulation JE Bergez, N Colbach, O Crespo, F Garcia, MH Jeuffroy, E Justes, ... European Journal of Agronomy 32 (1), 3-9, 2010	126	2010
An open platform to build, evaluate and simulate integrated models of farming and agro-ecosystems JE Bergez, P Chabrier, C Gary, MH Jeuffroy, D Makowski, G Quesnel, ... Environmental Modelling & Software 39, 39-49, 2013	114	2013
MDPtoolbox: a multi‐platform toolbox to solve stochastic dynamic programming problems I Chadès, G Chapron, MJ Cros, F Garcia, R Sabbadin Ecography 37 (9), 916-920, 2014	112	2014
Intelligence artificielle et informatique théorique JM Alliot, T Schiex, P Brisset, F Garcia Cépaduès-éd., 1994	107	1994
Interactive simulation modeling in farm decision-making JM Attonaty, MH Chatelin, F Garcia Computers and Electronics in agriculture 22 (2-3), 157-170, 1999	105	1999
A biophysical dairy farm model to evaluate rotational grazing management strategies MJ Cros, M Duru, F Garcia, R Martin-Clouaire	95	2003
Simulating management strategies: the rotational grazing example MJ Cros, M Duru, F Garcia, R Martin-Clouaire Agricultural systems 80 (1), 23-42, 2004	89	2004
A hierarchical partitioning method for optimizing irrigation strategies JE Bergez, F Garcia, L Lapasse Agricultural systems 80 (3), 235-253, 2004	59	2004
MELODIE: a whole-farm model to study the dynamics of nutrients in dairy and pig farms with crops X Chardon, C Rigolot, C Baratte, S Espagnol, C Raison, ... Animal: an international journal of animal bioscience 6 (10), 1711, 2012	56	2012
A decision-oriented model to evaluate the effect of land use and agricultural management on herbicide contamination in stream water C Gascuel-Odoux, P Aurousseau, MO Cordier, P Durand, F Garcia, ... Environmental modelling & software 24 (12), 1433-1446, 2009	54	2009
On-line search for solving Markov decision processes via heuristic sampling L Péret, F Garcia Proceedings of the 16th European Conference on Artificial Intelligence, 530-534, 2004	49	2004
Curso básico de topografíaplanimetría agrimensura y altimetría F García Márquez	44*	1981
Simulating rotational grazing management MJ Cros, M Duru, F Garcia, R Martin-Clouaire Environment International 27 (2-3), 139-145, 2001	41	2001
Cropping-plan decision-making on irrigated crop farms: A spatio-temporal analysis J Dury, F Garcia, A Reynaud, JE Bergez European journal of agronomy 50, 1-10, 2013	40	2013
Management of the risk of wind damage in forestry: a graph-based Markov decision process approach N Forsell, P Wikström, F Garcia, R Sabbadin, K Blennow, LO Eriksson Annals of operations research 190 (1), 57-74, 2011	35	2011
Markov decision processes E Zanini, S DTC	33	2005
A learning rate analysis of reinforcement learning algorithms in finite-horizon F Garcia, SM Ndiaye Proceedings of the 15th International Conference on Machine Learning (ML-98, 1998	31	1998
Planning with graded nondeterministic actions: a possibilistic approach C Da Costa Pereira, F Garcia, J Lang, R Martin‐Clouaire International Journal of Intelligent Systems 12 (11‐12), 935-962, 1997	28	1997

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