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On Super-Turing Computing Power and Hierarchies of Artificial General Intelligence Systems

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F10%3A00342143" target="_blank" >RIV/67985807:_____/10:00342143 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    On Super-Turing Computing Power and Hierarchies of Artificial General Intelligence Systems

  • Original language description

    Using the contemporary view of computing exemplified by recent models and results from non-uniform complexity theory we investigate the computational power of artificial general intelligence systems (AGISs). We show that in accordance with the so-calledExtended Turing Machine Paradigm such systems can be seen as non-uniform evolving interactive systems whose computational power surpasses that of classical Turing machines. We also show that there is an infinite hierarchy of AGISs each of which is capable to solve strictly more problems than its predecessors in the hierarchy.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GAP202%2F10%2F1333" target="_blank" >GAP202/10/1333: NoSCoM: Non-Standard Computational Models and Their Applications in Complexity, Linguistics, and Learning</a><br>

  • Continuities

    Z - Vyzkumny zamer (s odkazem do CEZ)

Others

  • Publication year

    2010

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Artificial General Intelligence

  • ISBN

    978-90-78677-36-9

  • ISSN

  • e-ISSN

  • Number of pages

    2

  • Pages from-to

  • Publisher name

    Atlantis Press

  • Place of publication

    Amsterdam

  • Event location

    Lugano

  • Event date

    Mar 5, 2010

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article