ML Anthology

A Transformational Approach to Constructive Induction

James P. Callan, Paul E. Utgoff
ICML 1991 pp. 122-126
doi:10.1016/B978-1-55860-200-7.50028-3 /icml/1991/callan1991icml-transformational/

Abstract

This paper describes an approach to constructive induction that transforms information about a search problem into a set of numeric terms that describe search states. The resulting terms are expected to be suitable for learning an evaluation function over search states because they are created directly from information about the search problem.

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Cite

Text

Callan and Utgoff. "A Transformational Approach to Constructive Induction." International Conference on Machine Learning, 1991. doi:10.1016/B978-1-55860-200-7.50028-3

Markdown

[Callan and Utgoff. "A Transformational Approach to Constructive Induction." International Conference on Machine Learning, 1991.](https://mlanthology.org/icml/1991/callan1991icml-transformational/) doi:10.1016/B978-1-55860-200-7.50028-3

BibTeX

@inproceedings{callan1991icml-transformational,
  title     = {{A Transformational Approach to Constructive Induction}},
  author    = {Callan, James P. and Utgoff, Paul E.},
  booktitle = {International Conference on Machine Learning},
  year      = {1991},
  pages     = {122-126},
  doi       = {10.1016/B978-1-55860-200-7.50028-3},
  url       = {https://mlanthology.org/icml/1991/callan1991icml-transformational/}
}