J. Leonard, H. Durrant-whyte, and I. Cox, 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

S. Thrun, Probabilistic algorithms in robotics, AI Magazine, vol.21, issue.4, pp.93-109, 2000.

L. Kaelbling, M. Littman, and A. Cassandra, Planning and acting in partially observable stochastic domains, Artificial Intelligence, vol.101, issue.1-2, pp.99-134, 1998.
DOI : 10.1016/S0004-3702(98)00023-X

L. R. Rabiner and B. Juang, Fundamentals of Speech Recognition, Theory and implementation of Hidden Markov Models, pp.321-389, 1993.

M. Hauskrecht, N. Meuleau, L. P. Kaelbling, T. Dean, and C. Boutilier, Hierarchical solution of Markov decision processes using macroactions, Proceedings of the 14th Conf. on Uncertainty in Artificial Intelligence (UAI-98), pp.24-26, 1998.

T. Lane and L. P. Kaelbling, Toward hierarchical decomposition for planning in uncertain environments, Proceedings of the 2001 IJCAI Workshop on Planning under Uncertainty and Incomplete Information, 2001.

J. Pineau and S. Thrun, An integrated approach to hierarchy and abstraction for POMDPs, 2002.

S. Thrun, Robotic mapping: A survey, 2002.

K. Murphy, Dynamic bayesian networks: Representation, inference and learning, 2002.

S. Thrun, 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

T. Lane and L. P. Kaelbling, Nearly deterministic abstractions of markov decision processes, 18th Nat. Conf. on Artificial Intelligence, 2002.

B. J. Kuipers, The Spatial Semantic Hierarchy, Artificial Intelligence, vol.119, issue.1-2, pp.191-233, 2000.
DOI : 10.1016/S0004-3702(00)00017-5

O. Trullier, S. Wiener, A. Berthoz, and J. Meyer, BIOLOGICALLY BASED ARTIFICIAL NAVIGATION SYSTEMS: REVIEW AND PROSPECTS, Progress in Neurobiology, vol.51, issue.5, pp.483-544, 1997.
DOI : 10.1016/S0301-0082(96)00060-3

URL : https://hal.archives-ouvertes.fr/hal-00618346

J. Diard, La carte bayésienne ? un modèle probabiliste hiérarchique pour la navigation en robotique mobile, Thèse de doctorat, 2003.

O. Lebeltel, P. Bessière, J. Diard, and E. Mazer, 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

J. Diard, P. Bessière, and E. Mazer, A survey of probabilistic models, using the bayesian programming methodology as a unifying framework, The Second Int. Conf. on Computational Intelligence, Robotics and Autonomous Systems (CIRAS), 2003.
URL : https://hal.archives-ouvertes.fr/hal-00019254