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Understanding intelligence / Rolf Pfeifer and Christian Scheier ; with figures by Alex Riegler and cartoons by Isabelle Follath.

Κατά: Συντελεστής(ές): Τύπος υλικού: ΚείμενοΚείμενοΛεπτομέρειες δημοσίευσης: Cambridge, Mass. : MIT Press, �1999.Περιγραφή: 1 online resource (xx, 697 pages) : illustrationsΤύπος περιεχομένου:
  • text
Τύπος υλικού:
  • computer
Τύπος φορέα:
  • online resource
ISBN:
  • 0585129037
  • 9780585129037
  • 9780262256797
  • 0262256797
Θέμα(τα): Είδος/Μορφή: Επιπρόσθετες φυσικές μορφές: Print version:: Understanding intelligence.Ταξινόμηση DDC:
  • 006.3 21
LOC classification:
  • Q335 .P46 1999eb
Άλλη ταξινόμηση:
  • 54.72
  • TP18
  • CR 5000
  • ST 300
Πηγές στο διαδίκτυο:
Περιεχόμενα:
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.
Κριτική: "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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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.

Print version record.

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