Understanding intelligence / Rolf Pfeifer and Christian Scheier ; with figures by Alex Riegler and cartoons by Isabelle Follath.
Τύπος υλικού: ΚείμενοΛεπτομέρειες δημοσίευσης: Cambridge, Mass. : MIT Press, �1999.Περιγραφή: 1 online resource (xx, 697 pages) : illustrationsΤύπος περιεχομένου:- text
- computer
- online resource
- 0585129037
- 9780585129037
- 9780262256797
- 0262256797
- Artificial intelligence
- Cognitive science
- Expert systems (Computer science)
- Intelligence artificielle
- Sciences cognitives
- Syst�emes experts (Informatique)
- COMPUTERS -- Enterprise Applications -- Business Intelligence Tools
- COMPUTERS -- Intelligence (AI) & Semantics
- Artificial intelligence
- Cognitive science
- Expert systems (Computer science)
- Artificial intelligence
- Cognitive science
- Expert systems (Computer science)
- Kunstmatige intelligentie
- Cognitiewetenschap
- Expertsystemen
- K�unstliche Intelligenz
- Expertensystem
- 006.3 21
- Q335 .P46 1999eb
- 54.72
- TP18
- CR 5000
- ST 300
Includes bibliographical references (pages 659-675) and indexes.
The Study of Intelligence--Foundations and Issues -- The Study of Intelligence -- Characterizing Intelligence -- Studying Intelligence: The Synthetic Approach -- Foundations of Classical Artificial Intelligence and Cognitive Science -- Cognitive Science: Preliminaries -- The Cognitivistic Paradigm -- An Architecture for an Intelligent Agent -- The Fundamental Problems of Classical Al and Cognitive Science -- Real Worlds versus Virtual Worlds -- Some Well-Known Problems with Classical Systems -- The Fundamental Problems of Classical Al -- Remedies and Alternatives -- A Framework for Embodied Cognitive Science -- Embodied Cognitive Science: Basic Concepts -- Complete Autonomous Agents -- Biological and Artificial Agents -- Designing for Emergence--Logic-Based and Embodied Systems -- Explaining Behavior -- Neural Networks for Adaptive Behavior -- From Biological to Artificial Neural Networks -- The Four or Five Basics -- Distributed Adaptive Control -- Types of Neural Networks -- Beyond Information Processing: A Polemic Digression -- Approaches and Agent Examples -- Braitenberg Vehicles -- Motivation -- The Fourteen Vehicles -- Segmentation of Behavior and the Extended Braitenberg Architecture -- The Subsumption Architecture -- Behavior-Based Robotics -- Designing a Subsumption-Based Robot -- Examples of Subsumption-Based Architectures -- Conclusions: The Subsumption Approach to Designing Intelligent Systems -- Artificial Evolution and Artificial Life.
"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.
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