Machine Intelligence 15 - Rilegato

Rilegato

ISBN 10: 0198538677 ISBN 13: 9780198538677

Casa editrice: OUP Oxford, 2000

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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