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612-822-4611
Causal Learning: Psych, Philos & Comput C

Causal Learning: Psych, Philos & Comput C

Hardcover

Series: Oxford Cognitive Development

General Psychology

ISBN10: 0195176804
ISBN13: 9780195176803
Publisher: Academic
Published: Mar 22 2007
Pages: 384
Weight: 1.80
Height: 0.90 Width: 7.10 Depth: 10.10
Language: English
Understanding causal structure is a central task of human cognition. Causal learning underpins the development of our concepts and categories, our intuitive theories, and our capacities for planning, imagination and inference. During the last few years, there has been an interdisciplinary revolution in our understanding of learning and reasoning: Researchers in philosophy, psychology, and computation have discovered new mechanisms for learning the causal structure of the world. This new work provides a rigorous, formal basis for theory theories of concepts and cognitive development, and moreover, the causal learning mechanisms it has uncovered go dramatically beyond the traditional mechanisms of both nativist theories, such as modularity theories, and empiricist ones, such as association or connectionism.

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General Psychology