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arXiv · 1504.03623

Teachers, Learners and Oracles

Achilles A. Beros·Colin de la Higuera
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Abstract

We exhibit a family of computably enumerable sets which can be learned within polynomial resource bounds given access only to a teacher, but which requires exponential resources to be learned given access only to a membership oracle. In general, we compare the families that can be learned with and without teachers and oracles for four measures of efficient learning.

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Achilles A. Beros, Colin de la Higuera. 2015-04-14. Teachers, Learners and Oracles. https://doi.org/10.1215/00294527-2018-0021

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