This unique volume focuses on computing systems that exhibit intelligent behavior. As such, it discusses research aimed at building a computer that has the same cognitive architecture as the mind -- permitting evaluations of it as a model of the mind -- and allowing for comparisons between computer performance and experimental data on human performance. It also examines architectures that permit large, complex computations to be performed -- and questions whether the computer so structured can handle these difficult tasks intelligently. First Published in 1991. Routledge is an imprint of Taylor & Francis, an informa company.…mehr
This unique volume focuses on computing systems that exhibit intelligent behavior. As such, it discusses research aimed at building a computer that has the same cognitive architecture as the mind -- permitting evaluations of it as a model of the mind -- and allowing for comparisons between computer performance and experimental data on human performance. It also examines architectures that permit large, complex computations to be performed -- and questions whether the computer so structured can handle these difficult tasks intelligently.First Published in 1991. Routledge is an imprint of Taylor & Francis, an informa company.
Contents: Preface. Part I: Cognitive Psychology.J.R. Anderson The Place of Cognitive Architectures in a Rational Analysis. H.A. Simon Cognitive Architectures and Rational Analysis: Comment. J.L. McClelland E. Jenkins Nature Nurture and Connections: Implications of Connectionist Models for Cognitive Development. P.S. Rosenbloom A. Newell J.E. Laird Towards the Knowledge Level in Soar: The Role of the Architecture in the Use of Knowledge. W. Schneider W.L. Oliver An Instructable Connectionist/Control Architecture: Using Rule-Based Instructions to Accomplish Connectionist Learning in a Human Time Scale. K. VanLehn W. Ball Goal Reconstruction: How Teton Blends Situated Action and Planned Action. Z.N. Pylyshyn The Role of Cognitive Architectures in Theories of Cognition. Part II: Artificial Intelligence.R.A. Brooks How to Build Complete Creatures Rather than Isolated Cognitive Simulators. J.G. Carbonell C.A. Knoblock S. Minton Prodigy: An Integrated Architecture for Planning and Learning. M.R. Genesereth A Comparative Analysis of Some Simple Architectures for Autonomous Agents. B. Hayes-Roth Making Intelligent Systems Adaptive. T.M. Mitchell J. Allen P. Chalasani J. Cheng O. Etzioni M. Ringuette J.C. Schlimmer Theo: A Framework for Self-Improving Systems. W.J. Clancey The Frame of Reference Problem in the Design of Intelligent Machines.
Contents: Preface. Part I: Cognitive Psychology.J.R. Anderson The Place of Cognitive Architectures in a Rational Analysis. H.A. Simon Cognitive Architectures and Rational Analysis: Comment. J.L. McClelland E. Jenkins Nature Nurture and Connections: Implications of Connectionist Models for Cognitive Development. P.S. Rosenbloom A. Newell J.E. Laird Towards the Knowledge Level in Soar: The Role of the Architecture in the Use of Knowledge. W. Schneider W.L. Oliver An Instructable Connectionist/Control Architecture: Using Rule-Based Instructions to Accomplish Connectionist Learning in a Human Time Scale. K. VanLehn W. Ball Goal Reconstruction: How Teton Blends Situated Action and Planned Action. Z.N. Pylyshyn The Role of Cognitive Architectures in Theories of Cognition. Part II: Artificial Intelligence.R.A. Brooks How to Build Complete Creatures Rather than Isolated Cognitive Simulators. J.G. Carbonell C.A. Knoblock S. Minton Prodigy: An Integrated Architecture for Planning and Learning. M.R. Genesereth A Comparative Analysis of Some Simple Architectures for Autonomous Agents. B. Hayes-Roth Making Intelligent Systems Adaptive. T.M. Mitchell J. Allen P. Chalasani J. Cheng O. Etzioni M. Ringuette J.C. Schlimmer Theo: A Framework for Self-Improving Systems. W.J. Clancey The Frame of Reference Problem in the Design of Intelligent Machines.
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