Frédérick Garçia

According to our database, Frédérick Garçia authored at least 21 papers between 1997 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Editorial.

Frédérick Garçia, Thomas Guyet, Catherine Roussey

ROIA, 2021

Edito.

Frédérick Garçia, Thomas Guyet, Catherine Roussey

ROIA, 2021

Introduction ROIA Agriculture Numérique.

Frédérick Garçia, Thomas Guyet, Catherine Roussey

ROIA, 2021

Crop2ML: An open-source multi-language modeling framework for the exchange and reuse of crop model components.

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

Environ. Model. Softw., 2021

2013

Solving the Crop Allocation Problem using Hard and Soft Constraints.

Mahuna Akplogan, Simon de Givry, Jean-Philippe Métivier, Gauthier Quesnel, Alexandre Joannon, Frédérick Garçia

RAIRO Oper. Res., 2013

An open platform to build, evaluate and simulate integrated models of farming and agro-ecosystems.

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

Environ. Model. Softw., 2013

2011

<i>P</i>2 hierarchical decomposition procedure: application to irrigation strategies design.

Olivier Crespo, Jacques-Eric Bergez, Frédérick Garçia

Oper. Res., 2011

Management of the risk of wind damage in forestry: a graph-based Markov decision process approach.

Nicklas Forsell, Peder Wikström, Frédérick Garçia, Régis Sabbadin, Kristina Blennow, Ljusk Ola Eriksson

Ann. Oper. Res., 2011

<i>P</i>2<i>q</i> hierarchical decomposition algorithm for quantile optimization: application to irrigation strategies design.

Olivier Crespo, Jacques-Eric Bergez, Frédérick Garçia

Ann. Oper. Res., 2011

2010

Towards a deliberative agent system based on DEVS formalism for application in agriculture.

Mahuna Akplogan, Gauthier Quesnel, Frédérick Garçia, Alexandre Joannon, Roger Martin-Clouaire

Proceedings of the SummerSim '10, 2010

2009

A decision-oriented model to evaluate the effect of land use and agricultural management on herbicide contamination in stream water.

Chantal Gascuel-Odoux, Pierre Aurousseau, Marie-Odile Cordier, Patrick Durand, Frédérick Garçia, Véronique Masson, Jordy Salmon-Monviola, Florent Tortrat, Ronan Trepos

Environ. Model. Softw., 2009

TiMDPpoly: An Improved Method for Solving Time-Dependent MDPs.

Emmanuel Rachelson, Patrick Fabiani, Frédérick Garçia

Proceedings of the ICTAI 2009, 2009

2008

Extending the Bellman equation for MDPs to continuous actions and cont. time in the discounted case.

Emmanuel Rachelson, Frédérick Garçia, Patrick Fabiani

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2008

A Simulation-based Approach for Solving Generalized Semi-Markov Decision Processes.

Emmanuel Rachelson, Gauthier Quesnel, Frédérick Garçia, Patrick Fabiani

Proceedings of the ECAI 2008, 2008

2006

Recherche en ligne pour les processus décisionnels de Markov.

Laurent Péret, Frédérick Garçia

Rev. d'Intelligence Artif., 2006

2004

On-Line Search for Solving Markov Decision Processes via Heuristic Sampling.

Laurent Péret, Frédérick Garçia

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2001

From Q(lambda) to Average Q-learning: Efficient Implementation of an Asymptotic Approximation.

Frédérick Garçia, Florent Serre

Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

2000

Efficient Asymptotic Approximation in Temporal Difference Learning.

Frédérick Garçia, Florent Serre

Proceedings of the ECAI 2000, 2000

1998

A Learning Rate Analysis of Reinforcement Learning Algorithms in Finite-Horizon.

Frédérick Garçia, Seydina M. Ndiaye

Proceedings of the Fifteenth International Conference on Machine Learning (ICML 1998), 1998

1997

Planning with graded nondeterministic actions: A possibilistic approach.

Célia da Costa Pereira, Frédérick Garçia, Jérôme Lang, Roger Martin-Clouaire

Int. J. Intell. Syst., 1997

Possibilistic Planning: Representation and Complexity.

Célia da Costa Pereira, Frédérick Garçia, Jérôme Lang, Roger Martin-Clouaire

Proceedings of the Recent Advances in AI Planning, 4th European Conference on Planning, 1997