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Principles of Solomonoff Induction and AIXI

Sunehag, Peter; Hutter, Marcus

Description

We identify principles characterizing Solomonoff Induction by demands on an agent's external behaviour. Key concepts are rationality, computability, indifference and time consistency. Furthermore, we discuss extensions to the full AI case to derive AIXI.

CollectionsANU Research Publications
Date published: 2011
Type: Conference paper
URI: http://hdl.handle.net/1885/38715
Source: Proceedings of Solomonoff 85th Memorial Conference
DOI: 10.1007/978-3-642-44958-1-30

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