ML Anthology

Learning to Fly

Claude Sammut, Scott Hurst, Dana Kedzier, Donald Michie
ICML 1992 pp. 385-393
doi:10.1016/B978-1-55860-247-2.50055-3 /icml/1992/sammut1992icml-learning/

Abstract

This paper describes experiments in applying inductive learning to the task of acquiring a complex motor skill by observing human subjects. A flight simulation program has been modified to log the actions of a human subject as he or she flies an aircraft. The log file is used to create the input to an induction program. The output from the induction program is tested by running the simulator in autopilot mode where the autopilot code is derived from the decision tree formed by induction. The autopilot must fly the plane according to a strictly defined flight plan.

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Cite

Text

Sammut et al. "Learning to Fly." International Conference on Machine Learning, 1992. doi:10.1016/B978-1-55860-247-2.50055-3

Markdown

[Sammut et al. "Learning to Fly." International Conference on Machine Learning, 1992.](https://mlanthology.org/icml/1992/sammut1992icml-learning/) doi:10.1016/B978-1-55860-247-2.50055-3

BibTeX

@inproceedings{sammut1992icml-learning,
  title     = {{Learning to Fly}},
  author    = {Sammut, Claude and Hurst, Scott and Kedzier, Dana and Michie, Donald},
  booktitle = {International Conference on Machine Learning},
  year      = {1992},
  pages     = {385-393},
  doi       = {10.1016/B978-1-55860-247-2.50055-3},
  url       = {https://mlanthology.org/icml/1992/sammut1992icml-learning/}
}