UID:
almafu_9960950852302883
Umfang:
xx, 697 p. :
,
ill.
Ausgabe:
1st ed.
ISBN:
0-262-25079-9
,
0-585-12903-7
,
1-282-09668-0
,
9786612096686
,
0-262-25679-7
Inhalt:
"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."" "Rolf Pfeifer and Christian Scheier provide a systematic introduction to this new way of thinking about intelligence and computers. 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."--Jacket.
Anmerkung:
Bibliographic Level Mode of Issuance: Monograph
,
Intro -- Contents -- Preface -- I The Study of Intelligence - Foundations and Issues -- 1 The Study of Intelligence -- 2 Foundations of Classical Artificial Intelligence and Cognitive Science -- 3 The Fundamental Problems of Classical Artificial Intelligence and Cognitive Science -- II A Framework for Embodied Cognitive Science -- 4 Embodied Cognitive Science: Basic Concepts -- 5 Neural Networks for Adaptive Behavior -- III Approaches and Agent Examples -- 6 Braitenberg Vehicles -- 7 The Subsumption Architecture -- 8 Artificial Evolution and Artificial Life -- 9 Other Approaches -- IV Principles of Intelligent Systems -- 10 Design Principles of Autonomous Agents -- 11 The Principle of Parallel, Loosely Coupled Processes -- 12 The Principle of Sensory-Motor Coordination -- 13 The Principles of Cheap Design, Redundancy, and Ecological Balance -- 14 The Value Principle -- 15 Human Memory: A Case Study -- V Design and Evaluation -- 16 Agent Design Considerations -- 17 Evaluation -- VI Future Directions -- 18 Theory, Technology, and Applications -- 19 Intelligence Revisited -- Glossary -- References -- Author Index -- Subject Index.
,
Also available in print.
,
English
Weitere Ausg.:
ISBN 0-262-16181-8
Weitere Ausg.:
ISBN 0-262-66125-X
Sprache:
Englisch
URL:
OCLC metadata license agreement
