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Evolutionary robotics : the biology, intelligence, and technology of self-organizing machines

Author: Stefano Nolfi; Dario Floreano
Publisher: Cambridge, Mass. : MIT Press, ©2000.
Series: Intelligent robots and autonomous agents.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
"Evolutionary robotics is a new technique for the automatic creation of autonomous robots. Inspired by the Darwinian principle of selective reproduction of the fittest, it views robots as autonomous, artificial organisms that develop their own skills in close interaction with the environment and without human intervention. Drawing heavily on biology and ethology, it uses the roots of neural networks, genetic  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Nolfi, Stefano.
Evolutionary robotics.
Cambridge, Mass. : MIT Press, ©2000
(DLC) 00028172
(OCoLC)43591135
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Stefano Nolfi; Dario Floreano
ISBN: 0262256738 9780262256735
OCLC Number: 827009781
Notes: "A Bradford book."
Description: 1 online resource (320 pages) : illustrations.
Contents: The role of self-organization for the synthesis and the understanding of behavioral systems --
Evolutionary and neural techniques --
How to evolve robots --
Evolution of simple navigation --
Power and limits of reactive intelligence --
Beyond reactive intelligence --
Learning and evolution --
Competitive co-evolution --
Encoding, mapping, and development --
Complex hardware morphologies: Walking machines --
Evolvable hardware.
Series Title: Intelligent robots and autonomous agents.
Responsibility: Stefano Nolfi and Dario Floreano.

Abstract:

An overview of the basic concepts and methodologies of evolutionary robotics, which views robots as autonomous artificial organisms that develop their own skills in close interaction with the  Read more...

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"Highly recommended for all involved in the field of evolutionary robotics. It will be an important reference for experimental and theoretical studies in evolutionary robotics for quite some time." - Read more...

 
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