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

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Algorithmic Probability, Heuristic Programming and AGI

Authors
Ray J. Solomonoff
Corresponding Author
Ray J. Solomonoff
Available Online June 2010.
DOI
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
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

risenwbib
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  - 10.2991/agi.2010.13
ID  - Solomonoff2010/06
ER  -