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Advances in the Evolutionary Synthesis of Intelligent Agents

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Published by The MIT Press .
Written in English

Subjects:

  • Artificial Intelligence,
  • Computer Programming,
  • Computers,
  • Computers - General Information,
  • Science/Mathematics,
  • Artificial Intelligence - General,
  • Computers / Artificial Intelligence,
  • Programming - General,
  • Evolutionary programming (Comp,
  • Evolutionary programming (Computer science),
  • Intelligent agents (Computer s,
  • Intelligent agents (Computer software)

Book details:

Edition Notes

ContributionsMukesh Patel (Editor), Vasant Honavar (Editor), Karthik Balakrishnan (Editor)
The Physical Object
FormatHardcover
Number of Pages455
ID Numbers
Open LibraryOL9760912M
ISBN 100262162016
ISBN 109780262162012

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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 . Advances in the Evolutionary Synthesis of Intelligent Agents Edited by Mukesh Patel, Vasant Honavar and Karthik Balakrishnan 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. Get this from a library! Advances in the evolutionary synthesis of intelligent agents. [Mukesh Patel; Vasant Honavar; Karthik Balakrishnan;] -- "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.   Book Review: Advances in the Evolutionary Synthesis of Intelligent Agents Onn Shehory 1 Autonomous Agents and Multi-Agent Systems volume 5, Author: Onn Shehory.

Get this from a library! Advances in the evolutionary synthesis of intelligent agents. [Mukesh Patel; Vasant Honavar; Karthik Balakrishnan] -- "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.   Advances in the Evolutionary Synthesis of Intelligent Agents Mukesh Patel, Vasant Honavar and Karthik Balakrishnan (Editors) MIT PressCambridge, MA $ Books on artificial neural networks are still very much in demand. This is a text made up of the contributions of the editors and invited : D.M. Hutton. architecture, and agent program. The primary focus of this book is on evo-lutionary synthesis of intelligent agents with a secondary focus on the use of learning mechanisms to enhance agent designs. The chapters that follow con-sider the design of agent programs using processes that are loosely modeled after biological evolution. The book provides a refreshing and motivating new synthesis of the field by one of AI's master expositors and leading researchers. Artificial Intelligence: A New Synthesis takes the reader on a complete tour of this intriguing new world of AI. Intelligent agents are employed as the central characters in this new introductory text.

The series "Advances in Intelligent Systems and Computing" contains publications on theory, applications, and design methods of Intelligent Systems and Intelligent Computing. Virtually all disciplines such as engineering, natural sciences, computer and information science, ICT, economics, business, e-commerce, environment, healthcare. This book captures this unprecedented evolution of the field of intelligent systems, presenting a compilation of studies that covers all research directions in the field over the last two decades, offering to the reader a broad view over the field, while providing a solid foundation from which outstanding new ideas may emerge. The book provides a refreshing and motivating new synthesis of the field by one of AI's master expositors and leading researchers. Artificial Intelligence: A New Synthesis takes the reader on a complete tour of this intriguing new world of by: Springer Nature is committed to supporting the global response to emerging outbreaks by enabling fast and direct access to the latest available research, evidence, and data. Advances in Artificial Intelligence. Evolutionary Learning: Advances in Theories and Algorithms. Zhou, Z. .