Principles of Solomonoff Induction and AIXI

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dc.contributor.authorSunehag, Peter
dc.contributor.authorHutter, Marcus
dc.coverage.spatialMelbourne Australia
dc.date.accessioned2015-12-10T21:53:55Z
dc.date.createdNovember 30-December 2 2011
dc.date.issued2011
dc.date.updated2016-02-24T11:30:08Z
dc.description.abstractWe 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.
dc.identifier.urihttp://hdl.handle.net/1885/38715
dc.publisherSpringer
dc.relation.ispartofseriesSolomonoff Memorial Conference 2011
dc.rightsCopyright Information: © Springer-Verlag Berlin Heidelberg 2013. http://www.sherpa.ac.uk/romeo/issn/0302-9743/..."Author's post-print on any open access repository after 12 months after publication" from SHERPA/RoMEO site (as at 20/08/15)
dc.sourceProceedings of Solomonoff 85th Memorial Conference
dc.titlePrinciples of Solomonoff Induction and AIXI
dc.typeConference paper
local.bibliographicCitation.startpage14
local.contributor.affiliationSunehag, Peter, College of Engineering and Computer Science, ANU
local.contributor.affiliationHutter, Marcus, College of Engineering and Computer Science, ANU
local.contributor.authoruidSunehag, Peter, u4753099
local.contributor.authoruidHutter, Marcus, u4350841
local.description.embargo2037-12-31
local.description.notesImported from ARIES
local.description.refereedYes
local.identifier.absfor080101 - Adaptive Agents and Intelligent Robotics
local.identifier.absseo970108 - Expanding Knowledge in the Information and Computing Sciences
local.identifier.ariespublicationu4963866xPUB165
local.identifier.doi10.1007/978-3-642-44958-1-30
local.identifier.scopusID2-s2.0-84893204555
local.type.statusPublished Version

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