(Non-)Equivalence of Universal Priors
Wood, Ian; Sunehag, Peter; Hutter, Marcus
Description
Ray Solomonoff invented the notion of universal induction featuring an aptly termed “universal” prior probability function over all possible computable environments [9]. The essential property of this prior was its ability to dominate all other such priors. Later, Levin introduced another construction — a mixture of all possible priors or “universal mixture”[12]. These priors are well known to be equivalent up to multiplicative constants. Here, we seek to clarify further the relationships...[Show more]
Collections | ANU Research Publications |
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Date published: | 2011 |
Type: | Conference paper |
URI: | http://hdl.handle.net/1885/38644 |
Source: | Proceedings of Solomonoff 85th Memorial Conference |
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01_Wood_(Non-)Equivalence_of_Universal_2011.pdf | 155.49 kB | Adobe PDF | Request a copy |
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