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ORCIDFrédérick Garçia
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2020 – today
- 2021
[j12]Cyrille Ahmed Midingoyi
, Christophe Pradal, Andreas Enders, Davide Fumagalli, Hélène Raynal, Marcello Donatelli, Ioannis N. Athanasiadis, Cheryl H. Porter, Gerrit Hoogenboom, Dean P. Holzworth, Frédérick Garçia, Peter J. Thorburn, Pierre Martre:
Crop2ML: An open-source multi-language modeling framework for the exchange and reuse of crop model components. Environ. Model. Softw. 142: 105055 (2021)- [j11]Frédérick Garçia, Thomas Guyet, Catherine Roussey:
Introduction ROIA Agriculture Numérique. Rev. Ouverte Intell. Artif. 2(1): 1 (2021) - [j10]Frédérick Garçia, Thomas Guyet, Catherine Roussey:
Edito. Rev. Ouverte Intell. Artif. 2(1): 3-6 (2021) - [j9]Frédérick Garçia, Thomas Guyet, Catherine Roussey:
Editorial. Rev. Ouverte Intell. Artif. 2(1): 7-9 (2021)
2010 – 2019
- 2013
- [j8]Jacques-Eric Bergez, Patrick Chabrier, Christian Gary, Marie Hélène Jeuffroy, David Makowski, Gauthier Quesnel, Éric Ramat, Hélène Raynal, Nathalie N. Rousse, Daniel Wallach, Philippe P. Debaeke, Patrick Durand, Michel Duru, Jérôme Dury, Philippe Faverdin, Chantal Gascuel-Odoux, Frédérick Garçia:
An open platform to build, evaluate and simulate integrated models of farming and agro-ecosystems. Environ. Model. Softw. 39: 39-49 (2013) - [j7]Mahuna Akplogan, Simon de Givry, Jean-Philippe Métivier, Gauthier Quesnel, Alexandre Joannon, Frédérick Garçia:
Solving the Crop Allocation Problem using Hard and Soft Constraints. RAIRO Oper. Res. 47(2): 151-172 (2013) - 2011
- [j6]Nicklas Forsell, Peder Wikström, Frédérick Garçia, Régis Sabbadin, Kristina Blennow, Ljusk Ola Eriksson:
Management of the risk of wind damage in forestry: a graph-based Markov decision process approach. Ann. Oper. Res. 190(1): 57-74 (2011) - [j5]Olivier Crespo, Jacques-Eric Bergez, Frédérick Garçia:
P2q hierarchical decomposition algorithm for quantile optimization: application to irrigation strategies design. Ann. Oper. Res. 190(1): 375-387 (2011) - [j4]Olivier Crespo, Jacques-Eric Bergez, Frédérick Garçia:
P2 hierarchical decomposition procedure: application to irrigation strategies design. Oper. Res. 11(1): 19-39 (2011) - 2010
- [c9]Mahuna Akplogan, Gauthier Quesnel, Frédérick Garçia, Alexandre Joannon, Roger Martin-Clouaire:
Towards a deliberative agent system based on DEVS formalism for application in agriculture. SummerSim 2010: 250-257
2000 – 2009
- 2009
- [j3]Chantal Gascuel-Odoux, Pierre Aurousseau, Marie-Odile Cordier, Patrick Durand, Frédérick Garçia, Véronique Masson, Jordy Salmon-Monviola, Florent Tortrat, Ronan Trepos:
A decision-oriented model to evaluate the effect of land use and agricultural management on herbicide contamination in stream water. Environ. Model. Softw. 24(12): 1433-1446 (2009) - [c8]Emmanuel Rachelson, Patrick Fabiani, Frédérick Garçia:
TiMDPpoly: An Improved Method for Solving Time-Dependent MDPs. ICTAI 2009: 796-799 - 2008
- [c7]Emmanuel Rachelson, Gauthier Quesnel, Frédérick Garçia, Patrick Fabiani:
A Simulation-based Approach for Solving Generalized Semi-Markov Decision Processes. ECAI 2008: 583-587 - [c6]Emmanuel Rachelson, Frédérick Garçia, Patrick Fabiani:
Extending the Bellman equation for MDPs to continuous actions and cont. time in the discounted case. ISAIM 2008 - 2006
- [j2]Laurent Péret, Frédérick Garçia:
Recherche en ligne pour les processus décisionnels de Markov. Rev. d'Intelligence Artif. 20(2-3): 181-202 (2006) - 2004
- [c5]Laurent Péret, Frédérick Garçia:
On-Line Search for Solving Markov Decision Processes via Heuristic Sampling. ECAI 2004: 530-534 - 2001
- [c4]Frédérick Garçia, Florent Serre:
From Q(lambda) to Average Q-learning: Efficient Implementation of an Asymptotic Approximation. IJCAI 2001: 959-964 - 2000
- [c3]Frédérick Garçia, Florent Serre:
Efficient Asymptotic Approximation in Temporal Difference Learning. ECAI 2000: 296-300
1990 – 1999
- 1998
- [c2]Frédérick Garçia, Seydina M. Ndiaye:
A Learning Rate Analysis of Reinforcement Learning Algorithms in Finite-Horizon. ICML 1998: 215-223 - 1997
- [j1]Célia da Costa Pereira, Frédérick Garçia, Jérôme Lang, Roger Martin-Clouaire:
Planning with graded nondeterministic actions: A possibilistic approach. Int. J. Intell. Syst. 12(11-12): 935-962 (1997) - [c1]Célia da Costa Pereira, Frédérick Garçia, Jérôme Lang, Roger Martin-Clouaire:
Possibilistic Planning: Representation and Complexity. ECP 1997: 143-155
Coauthor Index
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