Understanding Intelligence.
Pfeifer, Rolf.
Understanding Intelligence. - 1st ed. - 1 online resource (718 pages) - A Bradford Book Series . - A Bradford Book Series .
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.
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.
9780262256797
Expert systems (Computer science).
Electronic books.
Q335 -- .P46 1999eb
006
Understanding Intelligence. - 1st ed. - 1 online resource (718 pages) - A Bradford Book Series . - A Bradford Book Series .
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.
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.
9780262256797
Expert systems (Computer science).
Electronic books.
Q335 -- .P46 1999eb
006