| 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 | 350 | 2012 |
| Working with dynamic crop models: evaluation, analysis, parameterization, and applications D Wallach, D Makowski, JW Jones, F Brun Elsevier, 2006 | 298 | 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 | 184 | 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 | 172 | 2010 |
| Intelligence artificielle et informatique théorique JM Alliot, T Schiex, P Brisset, F Garcia Cépaduès-éd., 1994 | 137 | 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 | 131 | 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 | 114 | 1999 |
| Markov decision processes F Garcia, E Rachelson Markov Decision Processes in Artificial Intelligence, 1-38, 2013 | 100 | 2013 |
| 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 | 97 | 2003 |
| Simulating management strategies: the rotational grazing example MJ Cros, M Duru, F Garcia, R Martin-Clouaire Agricultural systems 80 (1), 23-42, 2004 | 95 | 2004 |
| 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 | 75 | 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 | 72 | 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 | 62 | 2009 |
| A hierarchical partitioning method for optimizing irrigation strategies JE Bergez, F Garcia, L Lapasse Agricultural systems 80 (3), 235-253, 2004 | 61 | 2004 |
| On-line search for solving Markov decision processes via heuristic sampling L Péret, F Garcia learning 16, 2, 2004 | 58 | 2004 |
| Simulating rotational grazing management MJ Cros, M Duru, F Garcia, R Martin-Clouaire Environment International 27 (2-3), 139-145, 2001 | 47 | 2001 |
| 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 | 44 | 1998 |
| 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 | 42 | 2011 |
| Markov decision processes (MDP) toolbox I Chadès, MJ Cros, F Garcia, R Sabbadin URL http://www. inra. fr/mia/T/MDPtoolbox 42, 2009 | 41 | 2009 |
| Use of reinforcement learning and simulation to optimize wheat crop technical management F Garcia Proceedings of the International Congress on Modelling and Simulation …, 1999 | 34 | 1999 |
Roger Martin-ClouaireINRA research director (DR2), MIAT (INRA), Univ. Toulouse確認したメール アドレス: inra.fr