Machine Intelligence 15 - Rilegato

Rilegato

ISBN 10: 0198538677 ISBN 13: 9780198538677

Casa editrice: OUP Oxford, 2000

Riassunto

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).

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Contenuti

• 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

Dettagli dell'edizione

• Editore: OUP Oxford
• Data di pubblicazione: 2000
• Lingua: Inglese
• ISBN 10: 0198538677
• ISBN 13: 9780198538677
• Rilegatura: Copertina rigida
• Numero di pagine: 526
• Redattore: Furukawa Koichi, Muggleton Stephen, Michie Donald
• Contatto del produttore: non disponibile
• Persona responsabile: Penguin Random House Ireland Limited; productsafety@penguin.co.uk; ; Morrison Chambers, 32 Nassau Street; Dublin; Irlanda