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Machine Intelligence 15

Machine Intelligence 15


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About the Book

This is the fifteenth volume in the Machine Intelligence series, founded in 1965 by Donald Michie, and includes papers by a number of eminent AI figures including John McCarthy, Alan Robinson, Robert Kowalski and Mike Genesereth. The book is centred on the theme of intelligent agents and covers a wide range of topics, including: - Representations of consciousness (John McCarthy, Stanford University and Donald Michie, Edinburgh University) - SoftBots (Bruce Blumberg, MIT Media Lab) - Parallel implementations of logic (Alan Robinson, Syracuse University) - Machine learning (Stephen Muggleton, Oxford University) - Machine vision (Andrew Blake, Oxford University) - Machine-based scientific discovery in molecular biology (Mike Sternberg, Imperial Cancer Research Fund).

Table of Contents:
CONSCIOUSNESS AND CAUSATION 1: Making robots conscious of their mental states 2: A framework for verbalizing unconscious knowledge based on inductive logic programming 3: Legal responsibility and causation 4: Adapting Good's Q theory to the causation of individual events COMPUTER VISION 5: Making robots see AGENTS THAT LEARN 6: A framework for behavioural cloning 7: Control skill, machine learning and handcrafting in controller design 8: Personalized mail agent using inductive logic programming 9: An experiment with browsers that learn 10: Toward incremental knowledge correction for agents in complex environments 11: The spontaneous self-organization of an adaptive language FORMALISMS AND MODELS OF LEARNING 12: Developments in computational learning and discovery theory within the framework of elementary formal systems 13: A learnability model for universal representations and its application to top-down induction of decision trees 14: A learning mechanism for logic programs using dynamically shared substructures 15: PAC-learning of preference relations over interpretations in lazy nonmonotonic reasoning 16: Tables, graphs and logic for induction APPLIED SCIENTIFIC DISCOVERY 17: A connectionist approach to numeric law discovery 18: Drug design by machine learning CONCURRENT DECLARATIVE PROGRAMMING 19: Debugging for a declarative programming language 20: A massively parallel simplification logic for functional and relational computing HISTORY OF COMPUTING 21: The Turing-Wilkinson lecture series on the automatic computing engine 22: A lecture and two broadcasts on machine intelligence by Alan Turing 23: Repairs to Turing's universal computing machine 24: W. S. Jevons: his logical machine and work on induction and Boolean algebra


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Product Details
  • ISBN-13: 9780198538677
  • Publisher: Oxford University Press
  • Publisher Imprint: Oxford University Press
  • Height: 245 mm
  • No of Pages: 526
  • Weight: 966 gr
  • ISBN-10: 0198538677
  • Publisher Date: 27 Jan 2000
  • Binding: Hardback
  • Language: English
  • Spine Width: 35 mm
  • Width: 161 mm


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Machine Intelligence 15
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