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Universal artificial intelligence: sequential decisions based on algorithmic probability

Hutter, Marcus

Description

This book presents sequential decision theory from a novel algorithmic information theory perspective. While the former theory is suited for active agents in known environments, the latter is suited for passive prediction of unknown environments. The book introduces these two well-known but very different ideas and removes the limitations by unifying them to one parameter-free ...[Show more]

CollectionsANU Research Publications
Date published: 2005
Type: Book
URI: http://hdl.handle.net/1885/15055
DOI: 10.1007/b138233

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