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Causal Learning

Psychology, Philosophy, and Computation

Language EnglishEnglish
Book Hardback
Book Causal Learning Alison Gopnik
Libristo code: 04516473
Publishers Oxford University Press Inc, April 2007
The world has a causal structure, in the sense that some events make other events happen. Although u... Full description
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The world has a causal structure, in the sense that some events make other events happen. Although understanding causal structure is essential for predicting and controlling the environment, causal structure is, at least usually, not obvious from superficial, perceptual cues. How then do our minds infer this structure? In the last few years, questions about causal inference and learning have become an important focus of investigation in many different disciplines - developmental psychology, cognitive psychology, ethology, philosophy, and computer science. As is common in scientific research, there has been relatively little interaction on the topic between these disciplines. However, in spite of the minimal interaction, a general review of the research shows the beginning of a formal way of determining how, in principle, the problem of causal inference and learning can be solved, and a wealth of methods for determining how it is, in fact, solved by children, adults, and animals. This volume brings together this research and provides a more sophisticated understanding of causal inference and learning.

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About the book

Full name Causal Learning
Language English
Binding Book - Hardback
Date of issue 2007
Number of pages 384
EAN 9780195176803
ISBN 0195176804
Libristo code 04516473
Weight 821
Dimensions 190 x 260 x 25
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