Cognitive Robotics (Intelligent Robotics and Autonomous Agents series) - Hardcover

Cangelosi, Angelo; Asada, Minoru

 
9780262046831: Cognitive Robotics (Intelligent Robotics and Autonomous Agents series)
Hardcover
ISBN 10: 0262046830 ISBN 13: 9780262046831
Publisher: MIT Press, 2022

Synopsis

The current state of the art in cognitive robotics, covering the challenges of building AI-powered intelligent robots inspired by natural cognitive systems.

A novel approach to building AI-powered intelligent robots takes inspiration from the way natural cognitive systems--in humans, animals, and biological systems--develop intelligence by exploiting the full power of interactions between body and brain, the physical and social environment in which they live, and phylogenetic, developmental, and learning dynamics. This volume reports on the current state of the art in cognitive robotics, offering the first comprehensive coverage of building robots inspired by natural cognitive systems.

Contributors first provide a systematic definition of cognitive robotics and a history of developments in the field. They describe in detail five main approaches: developmental, neuro, evolutionary, swarm, and soft robotics. They go on to consider methodologies and concepts, treating topics that include commonly used cognitive robotics platforms and robot simulators, biomimetic skin as an example of a hardware-based approach, machine-learning methods, and cognitive architecture. Finally, they cover the behavioral and cognitive capabilities of a variety of models, experiments, and applications, looking at issues that range from intrinsic motivation and perception to robot consciousness.

Cognitive Robotics is aimed at an interdisciplinary audience, balancing technical details and examples for the computational reader with theoretical and experimental findings for the empirical scientist.

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About the Author

Angelo Cangelosi is Professor of Machine Learning and Robotics at the University of Manchester, UK, and coauthor of Developmental Robotics (MIT Press). Minoru Asada is Vice-President of International Professional University of Technology in Osaka, and Specially Appointed Professor in the Institute for Open and Transdisciplinary Research Initiatives at Osaka University.

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Publisher
MIT Press
Publication date
2022
Language
English
ISBN 10 
0262046830
ISBN 13 
9780262046831
Binding
Hardcover
Number of pages
456