Teachers, Learners and Oracles
Logic
2019-09-18 v2
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.
Cite
@article{arxiv.1504.03623,
title = {Teachers, Learners and Oracles},
author = {Achilles A. Beros and Colin de la Higuera},
journal= {arXiv preprint arXiv:1504.03623},
year = {2019}
}