Universal Learning Theory
Machine Learning
2012-02-10 v1 Information Theory
math.IT
Abstract
This encyclopedic article gives a mini-introduction into the theory of universal learning, founded by Ray Solomonoff in the 1960s and significantly developed and extended in the last decade. It explains the spirit of universal learning, but necessarily glosses over technical subtleties.
Cite
@article{arxiv.1102.2467,
title = {Universal Learning Theory},
author = {Marcus Hutter},
journal= {arXiv preprint arXiv:1102.2467},
year = {2012}
}
Comments
12 LaTeX pages