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Machine Learning and Robot Perception: (7 Studies in Computational Intelligence)

(Hardback)

Bruno Apolloni, Ferda Alpaslan, Srikanta Patnaik, Ashish Ghosh,

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG (Publisher)

Published

2005

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Computing and Information Technology Computer science

By: Bruno Apolloni, Ferda Alpaslan, Srikanta Patnaik, Ashish Ghosh | Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG | Released: 14 Sep 2005

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This book presents some of the most recent research results in the area of machine learning and robot perception. The chapters represent new ways of solving real-world problems. The book covers topics such as intelligent object detection, foveated vision systems, online learning paradigms, reinforcement learning for a mobile robot, object tracking and motion estimation, 3D model construction, computer vision system and user modelling using dialogue strategies. This book will appeal to researchers, senior undergraduate/postgraduate students, application engineers and scientists.