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Artificial intelligence

What is the use of AIXI in AI research?

Asked by Amit Verma May 12, 2022 1.0K views 1 answer
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 From Wikipedia:

AIXI ['ai̯k͡siː] is a theoretical mathematical formalism for artificial general intelligence. It combines Solomonoff induction with sequential decision theory. AIXI was first proposed by Marcus Hutter in 2000[1] and the results below are proved in Hutter's 2005 book Universal Artificial Intelligence.[2]

Albeit non-computable, approximations are possible, such as AIXItl. Finding approximations to AIXI could be an objective way for solving AI.

Is AIXI really a big deal in artificial general intelligence research? Can it be thought of as a central concept for the field? If so, why don't we have more publications on this subject (or maybe we have and I'm not aware of them)?

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