A Roadmap for Cognitive Development in Humanoid Robots

This book addresses the central role played by development in cognition. The focus is on applying our knowledge of development in natural cognitive systems, specifically human infants, to the problem of creating artificial cognitive systems in the guise of humanoid robots. The approach is founded on...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Vernon, David (Συγγραφέας), Hofsten, Claes von (Συγγραφέας), Fadiga, Luciano (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
Σειρά:Cognitive Systems Monographs, 11
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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100 1 |a Vernon, David.  |e author. 
245 1 2 |a A Roadmap for Cognitive Development in Humanoid Robots  |h [electronic resource] /  |c by David Vernon, Claes von Hofsten, Luciano Fadiga. 
264 1 |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg,  |c 2011. 
300 |a XIV, 229 p.  |b online resource. 
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490 1 |a Cognitive Systems Monographs,  |x 1867-4925 ;  |v 11 
505 0 |a A Conceptual Framework for Developmental Cognitive Systems -- Pre-natal Development and Core Abilities -- The Development of Cognitive Capabilities in Infants -- What Neurophysiology Teaches Us About Perception and Action -- Computational Models of Cognition -- A Research Roadmap. -- The iCub Cognitive Architecture -- Conclusion. 
520 |a This book addresses the central role played by development in cognition. The focus is on applying our knowledge of development in natural cognitive systems, specifically human infants, to the problem of creating artificial cognitive systems in the guise of humanoid robots. The approach is founded on the three-fold premise that (a) cognition is the process by which an autonomous self-governing agent acts effectively in the world in which it is embedded, (b) the dual purpose of cognition is to increase the agent's repertoire of effective actions and its power to anticipate the need for future actions and their outcomes, and (c) development plays an essential role in the realization of these cognitive capabilities. Our goal in this book is to identify the key design principles for cognitive development. We do this by bringing together insights from four areas: enactive cognitive science, developmental psychology, neurophysiology, and computational modelling. This results in roadmap comprising a set of forty-three guidelines for the design of a cognitive architecture and its deployment in a humanoid robot. The book includes a case study based on the iCub, an open-systems humanoid robot which has been designed specifically as a common platform for research on embodied cognitive systems. . 
650 0 |a Engineering. 
650 0 |a Neurosciences. 
650 0 |a Artificial intelligence. 
650 0 |a Computational intelligence. 
650 0 |a Robotics. 
650 0 |a Automation. 
650 0 |a Cognitive psychology. 
650 1 4 |a Engineering. 
650 2 4 |a Robotics and Automation. 
650 2 4 |a Computational Intelligence. 
650 2 4 |a Artificial Intelligence (incl. Robotics). 
650 2 4 |a Cognitive Psychology. 
650 2 4 |a Neurosciences. 
700 1 |a Hofsten, Claes von.  |e author. 
700 1 |a Fadiga, Luciano.  |e author. 
710 2 |a SpringerLink (Online service) 
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776 0 8 |i Printed edition:  |z 9783642169038 
830 0 |a Cognitive Systems Monographs,  |x 1867-4925 ;  |v 11 
856 4 0 |u http://dx.doi.org/10.1007/978-3-642-16904-5  |z Full Text via HEAL-Link 
912 |a ZDB-2-ENG 
950 |a Engineering (Springer-11647)