Frédérick Garcia
Frédérick Garcia
INRA Research Director (DR1), MIAT (INRA), TMBI (Univ. Toulouse)
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Cited by
Cited by
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, 567-580, 2012
Working with dynamic crop models: evaluation, analysis, parameterization, and applications
D Wallach, D Makowski, JW Jones, F Brun
Elsevier, 2006
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
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
Intelligence artificielle et informatique théorique
JM Alliot, T Schiex, P Brisset, F Garcia
Cépaduès-éd., 1994
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
Interactive simulation modeling in farm decision-making
JM Attonaty, MH Chatelin, F Garcia
Computers and Electronics in agriculture 22 (2-3), 157-170, 1999
A biophysical dairy farm model to evaluate rotational grazing management strategies
MJ Cros, M Duru, F Garcia, R Martin-Clouaire
Agronomie 23 (2), 105-122, 2003
Simulating management strategies: the rotational grazing example
MJ Cros, M Duru, F Garcia, R Martin-Clouaire
Agricultural systems 80 (1), 23-42, 2004
Markov decision processes
F Garcia, E Rachelson
Markov Decision Processes in Artificial Intelligence, 1-38, 2013
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 6 (10), 1711-1721, 2012
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
A hierarchical partitioning method for optimizing irrigation strategies
JE Bergez, F Garcia, L Lapasse
Agricultural systems 80 (3), 235-253, 2004
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
On-line search for solving Markov decision processes via heuristic sampling
L Péret, F Garcia
learning 16, 2, 2004
Simulating rotational grazing management
MJ Cros, M Duru, F Garcia, R Martin-Clouaire
Environment International 27 (2-3), 139-145, 2001
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, 57-74, 2011
A learning rate analysis of reinforcement learning algorithms in finite-horizon
F Garcia, SM Ndiaye
Proceedings of the Fifteenth International Conference on Machine Learning …, 1998
The human side of agricultural production management-the missing focus in simulation approaches
F Garcia, F Guerrin, R Martin-Clouaire, JP Rellier
MSSANZ, 2005
Use of reinforcement learning and simulation to optimize wheat crop technical management
F Garcia
Proceedings of the International Congress on Modelling and Simulation …, 1999
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