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Computable Variants of AIXI which are More Powerful than AIXItl
May 22, 2018 Β· Declared Dead Β· π Journal of Artificial General Intelligence
"No code URL or promise found in abstract"
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Authors
Susumu Katayama
arXiv ID
1805.08592
Category
cs.AI: Artificial Intelligence
Citations
4
Venue
Journal of Artificial General Intelligence
Last Checked
4 months ago
Abstract
This paper presents Unlimited Computable AI, or UCAI, that is a family of computable variants of AIXI. UCAI is more powerful than AIXItl, that is a conventional family of computable variants of AIXI, in the following ways: 1) UCAI supports models of terminating computation, including typed lambda calculus, while AIXItl only supports Turing machine with timeout t, which can be simulated by typed lambda calculus for any t; 2) unlike UCAI, AIXItl limits the program length to l.
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