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Engineering - Robotics | Machine Learning and Robot Perception

Machine Learning and Robot Perception

Apolloni, B., Ghosh, A., Alpaslan, F., Patnaik, S. (Eds.)

2005, X, 354 p.

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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.

Content Level » Research

Keywords » Navigation - Tracking - computer - computer vision - image processing - intelligent object - learning - machine - machine learning - mobile robot - model - modeling - perception - reinforcement learning - robot

Related subjects » Artificial Intelligence - Robotics

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