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Bias and No Free Lunch in Formal Measures of Intelligence Cover

Bias and No Free Lunch in Formal Measures of Intelligence

By: Bill Hibbard  
Open Access
|Nov 2011

Abstract

This paper shows that a constraint on universal Turing machines is necessary for Legg's and Hutter's formal measure of intelligence to be unbiased. Their measure, defined in terms of Turing machines, is adapted to finite state machines. A No Free Lunch result is proved for the finite version of the measure.

Language: English
Page range: 54 - 61
Published on: Nov 23, 2011
Published by: Artificial General Intelligence Society
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year

© 2011 Bill Hibbard, published by Artificial General Intelligence Society
This work is licensed under the Creative Commons License.

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