Decision theoretic planning: Structural assumptions and computational leverage, Journal of Artificial Intelligence Research, vol.10, pp.1-94, 1999. ,
La carte bayésienne ? Un modèle probabiliste hiérarchique pour la navigation en robotique mobile, Thèse de doctorat, 2003. ,
Hierarchies of probabilistic models of navigation: the Bayesian Map and the Abstraction operator, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004, pp.3837-3842, 2004. ,
DOI : 10.1109/ROBOT.2004.1308866
URL : https://hal.archives-ouvertes.fr/inria-00182061
A survey of probabilistic models, using the bayesian programming methodology as a unifying framework, The 2 nd Int. Conf. on Computational Intelligence, 2003. ,
URL : https://hal.archives-ouvertes.fr/hal-00019254
Hierarchical solution of Markov decision processes using macroactions, Proceedings of the 14th Conference on Uncertainty in Artificial Intelligence (UAI-98), pp.220-229, 1998. ,
The Spatial Semantic Hierarchy, Artificial Intelligence, vol.119, issue.1-2, pp.191-233, 2000. ,
DOI : 10.1016/S0004-3702(00)00017-5
Toward hierarchical decomposition for planning in uncertain environments, Proceedings of the 2001 IJCAI Workshop on Planning under Uncertainty and Incomplete Information, 2001. ,
Nearly deterministic abstractions of markov decision processes, Eighteenth National Conference on Artificial Intelligence (AAAI-2002, 2002. ,
Bayesian Robot Programming, Autonomous Robots, vol.16, issue.1, 2004. ,
DOI : 10.1023/B:AURO.0000008671.38949.43
URL : https://hal.archives-ouvertes.fr/inria-00189723
Dynamic Map Building for an Autonomous Mobile Robot, The International Journal of Robotics Research, vol.11, issue.4, pp.286-298, 1992. ,
DOI : 10.1177/027836499201100402
Dynamic Bayesian Networks: Representation, Inference and Learning, 2002. ,
An integrated approach to hierarchy and abstraction for POMDPs, 2002. ,
Fundamentals of Speech Recognition, chapter Theory and implementation of Hidden Markov Models, pp.321-389, 1993. ,
Learning metric-topological maps for indoor mobile robot navigation, Artificial Intelligence, vol.99, issue.1, pp.21-71, 1998. ,
DOI : 10.1016/S0004-3702(97)00078-7
Probabilistic algorithms in robotics. AI Magazine, pp.93-109, 2000. ,