Frédérick Garcia

Publication Activity (10 Years)

Years Active: 1997-2021
Publications (10 Years): 1

Top Topics

Hard And Soft Constraints

Constraint Programming

Model Selection

Top Venues

Environ. Model. Softw.

RAIRO Oper. Res.

Publications

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 Garcia, 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 (2021)
Mahuna Akplogan, Simon de Givry, Jean-Philippe Métivier, Gauthier Quesnel, Alexandre Joannon, Frédérick Garcia
Solving the Crop Allocation Problem using Hard and Soft Constraints. RAIRO Oper. Res. 47 (2) (2013)
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 Garcia
An open platform to build, evaluate and simulate integrated models of farming and agro-ecosystems. Environ. Model. Softw. 39 (2013)
Olivier Crespo, Jacques-Eric Bergez, Frédérick Garcia
hierarchical decomposition algorithm for quantile optimization: application to irrigation strategies design. Ann. Oper. Res. 190 (1) (2011)
Nicklas Forsell, Peder Wikström, Frédérick Garcia, 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) (2011)
Olivier Crespo, Jacques-Eric Bergez, Frédérick Garcia
2 hierarchical decomposition procedure: application to irrigation strategies design. Oper. Res. 11 (1) (2011)
Mahuna Akplogan, Gauthier Quesnel, Frédérick Garcia, Alexandre Joannon, Roger Martin-Clouaire
Towards a deliberative agent system based on DEVS formalism for application in agriculture. SummerSim (2010)
Emmanuel Rachelson, Patrick Fabiani, Frédérick Garcia
TiMDPpoly: An Improved Method for Solving Time-Dependent MDPs. ICTAI (2009)
Chantal Gascuel-Odoux, Pierre Aurousseau, Marie-Odile Cordier, Patrick Durand, Frédérick Garcia, 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) (2009)
Emmanuel Rachelson, Frédérick Garcia, Patrick Fabiani
Extending the Bellman equation for MDPs to continuous actions and cont. time in the discounted case. ISAIM (2008)
Emmanuel Rachelson, Gauthier Quesnel, Frédérick Garcia, Patrick Fabiani
A Simulation-based Approach for Solving Generalized Semi-Markov Decision Processes. ECAI (2008)
Laurent Péret, Frédérick Garcia
Recherche en ligne pour les processus décisionnels de Markov. Rev. d'Intelligence Artif. 20 (2-3) (2006)
Laurent Péret, Frédérick Garcia
On-Line Search for Solving Markov Decision Processes via Heuristic Sampling. ECAI (2004)
Frédérick Garcia, Florent Serre
From Q(lambda) to Average Q-learning: Efficient Implementation of an Asymptotic Approximation. IJCAI (2001)
Frédérick Garcia, Florent Serre
Efficient Asymptotic Approximation in Temporal Difference Learning. ECAI (2000)
Frédérick Garcia, Seydina M. Ndiaye
A Learning Rate Analysis of Reinforcement Learning Algorithms in Finite-Horizon. ICML (1998)
Célia da Costa Pereira, Frédérick Garcia, Jérôme Lang, Roger Martin-Clouaire
Possibilistic Planning: Representation and Complexity. ECP (1997)
Célia da Costa Pereira, Frédérick Garcia, Jérôme Lang, Roger Martin-Clouaire
Planning with graded nondeterministic actions: A possibilistic approach. Int. J. Intell. Syst. 12 (11-12) (1997)