Understanding Intelligence - Brossura

Pfeifer, Rolf; Scheier, Christian

Brossura

ISBN 10: 026266125X ISBN 13: 9780262661256

Casa editrice: Bradford Books, 2001

Riassunto

The book includes all the background material required to understand the principles underlying intelligence, as well as enough detailed information on intelligent robotics and simulated agents so readers can begin experiments and projects on their own.

By the mid-1980s researchers from artificial intelligence, computer science, brain and cognitive science, and psychology realized that the idea of computers as intelligent machines was inappropriate. The brain does not run "programs"; it does something entirely different. But what? Evolutionary theory says that the brain has evolved not to do mathematical proofs but to control our behavior, to ensure our survival. Researchers now agree that intelligence always manifests itself in behavior—thus it is behavior that we must understand. An exciting new field has grown around the study of behavior-based intelligence, also known as embodied cognitive science, "new AI," and "behavior-based AI."

This book provides a systematic introduction to this new way of thinking. After discussing concepts and approaches such as subsumption architecture, Braitenberg vehicles, evolutionary robotics, artificial life, self-organization, and learning, the authors derive a set of principles and a coherent framework for the study of naturally and artificially intelligent systems, or autonomous agents. This framework is based on a synthetic methodology whose goal is understanding by designing and building.

The book includes all the background material required to understand the principles underlying intelligence, as well as enough detailed information on intelligent robotics and simulated agents so readers can begin experiments and projects on their own. The reader is guided through a series of case studies that illustrate the design principles of embodied cognitive science.

Su questo libro

L'autore:

Christian Scheier is a Postdoctoral Fellow at the California Institute of Technology, Pasadena, California.

Product Description:

Book by Pfeifer Rolf Scheier Christian

Su questa edizione

• Editore: Bradford Books
• Data di pubblicazione: 2001
• ISBN 10: 026266125X
• ISBN 13: 9780262661256
• Rilegatura: Copertina flessibile
• Numero di pagine: 700