 | 2011 |
| 11 |  | 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.
Annals OR 190(1): 57-74 (2011) |
| 2010 |
| 10 |  | 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: 250-257 |
| 2009 |
| 9 |  | Emmanuel Rachelson,
Patrick Fabiani,
Frédérick Garcia:
TiMDPpoly: An Improved Method for Solving Time-Dependent MDPs.
ICTAI 2009: 796-799 |
| 2008 |
| 8 |  | Emmanuel Rachelson,
Gauthier Quesnel,
Frédérick Garcia,
Patrick Fabiani:
A Simulation-based Approach for Solving Generalized Semi-Markov Decision Processes.
ECAI 2008: 583-587 |
| 7 |  | Emmanuel Rachelson,
Frédérick Garcia,
Patrick Fabiani:
Extending the Bellman equation for MDPs to continuous actions and cont. time in the discounted case.
ISAIM 2008 |
| 2006 |
| 6 |  | Laurent Péret,
Frédérick Garcia:
Recherche en ligne pour les processus décisionnels de Markov.
Revue d'Intelligence Artificielle 20(2-3): 181-202 (2006) |
| 2004 |
| 5 |  | Laurent Péret,
Frédérick Garcia:
On-Line Search for Solving Markov Decision Processes via Heuristic Sampling.
ECAI 2004: 530-534 |
| 2001 |
| 4 |  | Frédérick Garcia,
Florent Serre:
From Q(lambda) to Average Q-learning: Efficient Implementation of an Asymptotic Approximation.
IJCAI 2001: 959-964 |
| 2000 |
| 3 |  | Frédérick Garcia,
Florent Serre:
Efficient Asymptotic Approximation in Temporal Difference Learning.
ECAI 2000: 296-300 |
| 1998 |
| 2 |  | Frédérick Garcia,
Seydina M. Ndiaye:
A Learning Rate Analysis of Reinforcement Learning Algorithms in Finite-Horizon.
ICML 1998: 215-223 |
| 1997 |
| 1 |  | Célia da Costa Pereira,
Frédérick Garcia,
Jérôme Lang,
Roger Martin-Clouaire:
Possibilistic Planning: Representation and Complexity.
ECP 1997: 143-155 |