Frédérick Garçia

According to our database1, Frédérick Garçia authored at least 21 papers between 1997 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2021
Editorial.
Rev. Ouverte Intell. Artif., 2021

Edito.
Rev. Ouverte Intell. Artif., 2021

Introduction ROIA Agriculture Numérique.
Rev. Ouverte Intell. Artif., 2021

Crop2ML: An open-source multi-language modeling framework for the exchange and reuse of crop model components.
Environ. Model. Softw., 2021

2013
Solving the Crop Allocation Problem using Hard and Soft Constraints.
RAIRO Oper. Res., 2013

An open platform to build, evaluate and simulate integrated models of farming and agro-ecosystems.
Environ. Model. Softw., 2013

2011
<i>P</i>2 hierarchical decomposition procedure: application to irrigation strategies design.
Oper. Res., 2011

Management of the risk of wind damage in forestry: a graph-based Markov decision process approach.
Ann. Oper. Res., 2011

<i>P</i>2<i>q</i> hierarchical decomposition algorithm for quantile optimization: application to irrigation strategies design.
Ann. Oper. Res., 2011

2010
Towards a deliberative agent system based on DEVS formalism for application in agriculture.
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.
Environ. Model. Softw., 2009

TiMDPpoly: An Improved Method for Solving Time-Dependent MDPs.
Proceedings of the ICTAI 2009, 2009

2008
Extending the Bellman equation for MDPs to continuous actions and cont. time in the discounted case.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2008

A Simulation-based Approach for Solving Generalized Semi-Markov Decision Processes.
Proceedings of the ECAI 2008, 2008

2006
Recherche en ligne pour les processus décisionnels de Markov.
Rev. d'Intelligence Artif., 2006

2004
On-Line Search for Solving Markov Decision Processes via Heuristic Sampling.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2001
From Q(lambda) to Average Q-learning: Efficient Implementation of an Asymptotic Approximation.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001

2000
Efficient Asymptotic Approximation in Temporal Difference Learning.
Proceedings of the ECAI 2000, 2000

1998
A Learning Rate Analysis of Reinforcement Learning Algorithms in Finite-Horizon.
Proceedings of the Fifteenth International Conference on Machine Learning (ICML 1998), 1998

1997
Planning with graded nondeterministic actions: A possibilistic approach.
Int. J. Intell. Syst., 1997

Possibilistic Planning: Representation and Complexity.
Proceedings of the Recent Advances in AI Planning, 4th European Conference on Planning, 1997


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