Advances in the evolutionary synthesis of intelligent agents

"This book explores a central issue in artificial intelligence, cognitive science, and artificial life: how to design information structures and processes that create and adapt intelligent agents through evolution and learning." "The book is organized around four topics: the power of...

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Bibliographic Details
Main Author: Patel, Mukesh
Other Authors: Honavar, Vasant, Balakrishnan, Karthik
Format: eBook
Language:English
Published: Cambridge, Mass. MIT Press 2001
Subjects:
Online Access:
Collection: MIT Press eBook Archive - Collection details see MPG.ReNa
Description
Summary:"This book explores a central issue in artificial intelligence, cognitive science, and artificial life: how to design information structures and processes that create and adapt intelligent agents through evolution and learning." "The book is organized around four topics: the power of evolution to determine effective solutions to complex tasks, mechanisms to make evolutionary design scalable, the use of evolutionary search in conjunction with local learning algorithms, and the extension of evolutionary search in novel directions."--Jacket
Item Description:"A Bradford book."
Physical Description:xxiv, 480 pages illustrations
ISBN:9780262281300
0585387168
0262281309
9780585387161