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Principles of Solomonoff Induction and AIXI

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Date

2011

Authors

Sunehag, Peter
Hutter, Marcus

Journal Title

Journal ISSN

Volume Title

Publisher

Springer

Abstract

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.

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Keywords

Citation

URI

http://hdl.handle.net/1885/38715

Collections

ANU Research Publications

Source

Proceedings of Solomonoff 85th Memorial Conference

Type

Conference paper

Book Title

Entity type

Access Statement

License Rights

DOI

10.1007/978-3-642-44958-1-30

Restricted until

2037-12-31

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01_Sunehag_Principles_of_Solomonoff_2011.pdf (181.92 KB)

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