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Views and Causality in Discovery: Modelling Human Induction

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Machine Learning

Part of the book series: The Kluwer International Series in Engineering and Computer Science ((SECS,volume 12))

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Abstract

Our recent efforts have involved modelling “instructionless learning”. This is a sort of induction that human learners exhibit when they are asked to “figure out” complex systems (e.g., programmable toys) without instructions or advice. Instructionless learners often undertake major reorganizations of their theories but may not, in the process, lose the syntax and semantics of particular parts of their theories. How do these reorganizations take place? They do not think very carefully about changes in their theories and therefore rely heavily upon the analysis of errors. How does error recovery work?

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© 1986 Kluwer Academic Publishers

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Shrager, J. (1986). Views and Causality in Discovery: Modelling Human Induction. In: Machine Learning. The Kluwer International Series in Engineering and Computer Science, vol 12. Springer, Boston, MA. https://doi.org/10.1007/978-1-4613-2279-5_63

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  • DOI: https://doi.org/10.1007/978-1-4613-2279-5_63

  • Publisher Name: Springer, Boston, MA

  • Print ISBN: 978-1-4612-9406-1

  • Online ISBN: 978-1-4613-2279-5

  • eBook Packages: Springer Book Archive

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