Proceedings of the 3d Conference on Artificial General Intelligence (2010)

Algorithmic Probability, Heuristic Programming and AGI

Authors
Ray J. Solomonoff
Corresponding Author
Ray J. Solomonoff
Available Online June 2010.
DOI
https://doi.org/10.2991/agi.2010.13How to use a DOI?
Abstract

This paper is about Algorithmic Probability (ALP) and Heuristic Programming and how they can be combined to achieve AGI. It is an update of a 2003 report describing a system of this kind (Sol03). We first describe ALP, giving the most common implementation of it, then the features of ALP relevant to its application to AGI. They are: Completeness, Incomputability, Subjectivity and Diversity. We then show how these features enable us to create a very general, very intelligent problem solving machine.

Copyright
© 2010, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 3d Conference on Artificial General Intelligence (2010)
Series
Advances in Intelligent Systems Research
Publication Date
June 2010
ISBN
10.2991/agi.2010.13
ISSN
1951-6851
DOI
https://doi.org/10.2991/agi.2010.13How to use a DOI?
Copyright
© 2010, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Ray J. Solomonoff
PY  - 2010/06
DA  - 2010/06
TI  - Algorithmic Probability, Heuristic Programming and AGI
BT  - Proceedings of the 3d Conference on Artificial General Intelligence (2010)
PB  - Atlantis Press
SP  - 57
EP  - 63
SN  - 1951-6851
UR  - https://doi.org/10.2991/agi.2010.13
DO  - https://doi.org/10.2991/agi.2010.13
ID  - Solomonoff2010/06
ER  -