Complexity and intelligence

Details Complexity and intelligence Complexity and intelligence

2005-04-06

arxiv.org/abs/cond-mat/0504143v1

The Kolmogorov Legacy in Physics,Lectures Notes in Physics 638,(Springer-Verlag, Berlin 2003)eds. R. Livi and A. Vulpiani

Physics

Condensed Matter

Statistical Mechanics

13 pages

Scientific paper

In this paper I will discuss the properties of the Algorithmic Complexity, presenting the most relevant properties. The related concept of logical depth is also introduced. These properties will be used to study the problem of learning from example, paying a special attention to machine learning. We introduce the propensity of a machine to learn a rule and we use it define the intelligence of a machine.

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