Diverse Consequences of Algorithmic Probability
Information Theory
2014-01-17 v2 Artificial Intelligence
Computers and Society
math.IT
Abstract
We reminisce and discuss applications of algorithmic probability to a wide range of problems in artificial intelligence, philosophy and technological society. We propose that Solomonoff has effectively axiomatized the field of artificial intelligence, therefore establishing it as a rigorous scientific discipline. We also relate to our own work in incremental machine learning and philosophy of complexity.
Cite
@article{arxiv.1107.2788,
title = {Diverse Consequences of Algorithmic Probability},
author = {Eray Özkural},
journal= {arXiv preprint arXiv:1107.2788},
year = {2014}
}