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Titlebook: Probabilistic Reasoning and Decision Making in Sensory-Motor Systems; Pierre Bessière,Christian Laugier,Roland Siegwart Book 2008 Springer

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Francis Colas,Pierre Bessière,Jacques Droulez,Mark Wexlernctors, as well as several completeness criteria, related questions and various dualities formulas. A basic construction is the Čech complex with respect to a system of elements and its free resolution. The study of its homology and cohomology will play a crucial role in order to understand left der
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Probability as an Alternative to Logic for Rational Sensory–Motor Reasoning and Decisionmenon is incomplete: there are always some hidden variables, not taken into account in the model, that influence the phenomenon. The effect of these hidden variables is that the model and the phenomenon never behave exactly alike. Both living organisms and robotic systems must face this central diff
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The ,: Bayesian Navigation on Sensory–Motor Trajectoriesboard sensor(s) to perceive the external world (sonars, laser telemeters, camera). Two main approaches to autonomous navigation have been proposed: reactive navigation, where the robot uses only its current perceptions to move and explore without colliding (e.g. Arkin (1998) or Bonasso et al. (1995)
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The Bayesian Occupation Filterthese environments, the mobile robot must perceive the environment with sensors; measurements are uncertain and normally treated within the estimation framework. Such an approach enables the mobile robot to model the dynamic environment and follow the evolution of its environment. With an internal r
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Topological SLAMs understanding how our brains can create internal representations of physical space. Both neurobiologists and roboticists are interested in understanding the behaviour of intelligent beings like us and their capacity to learn and use their knowledge of the spatial representation to navigate. The ab
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