Architectures for Intelligence - The 22nd Carnegie Mellon Symposium on Cognition

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.

List of contents

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.

About the author

Kurt Van Lehn, Kurt Van Lehn

Product details

• Assisted by: Kurt van Lehn (Editor), Kurt Van Lehn (Editor)
• Publisher: Taylor and Francis
• Languages: English
• Product format: Paperback / Softback
• Released: 01.10.1991
• EAN: 9780805804065
• ISBN: 978-0-8058-0406-5
• No. of pages: 448
• Weight: 830 g
• Series: Carnegie Mellon Symposia on Cognition Series
• Subjects: Humanities, art, music > Psychology > Theoretical psychology; Natural sciences, medicine, IT, technology > IT, data processing > IT; Non-fiction book > Psychology, esoterics, spirituality, anthroposophy > Psychology: general, reference works; Artificial Intelligence, PSYCHOLOGY / Cognitive Psychology & Cognition, Cognition & cognitive psychology, Cognition and cognitive psychology, Artificial Intelligence (AI), COMPUTERS / Artificial Intelligence / General