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

SYSNO ASEP	0342143
Document Type	C - Proceedings Paper (int. conf.)
R&D Document Type	Conference Paper
Title	On Super-Turing Computing Power and Hierarchies of Artificial General Intelligence Systems
Author(s)	Wiedermann, Jiří (UIVT-O)_{RID, SAI, ORCID}
Source Title	Artificial General Intelligence. - Amsterdam : Atlantis Press, 2010 / Baum E. ; Hutter M. ; Kitzelmann E. - ISBN 978-90-78677-36-9
Pages	s. 196-197
Number of pages	2 s.
Action	AGI 2010. International Conference on Artificial General Intelligence /3./
Event date	05.03.2010-08.03.2010
VEvent location	Lugano
Country	CH - Switzerland
Event type	WRD
Language	eng - English
Country	NL - Netherlands
Keywords	artificial intelligence ; non-uniform complexity ; hierarchy
Subject RIV	IN - Informatics, Computer Science
R&D Projects	GAP202/10/1333 GA ČR - Czech Science Foundation (CSF)
CEZ	AV0Z10300504 - UIVT-O (2005-2011)
UT WOS	000392160600040
EID SCOPUS	77954096671
DOI	10.2991/agi.2010.6
Annotation	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-called Extended 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.
Workplace	Institute of Computer Science
Contact	Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800
Year of Publishing	2011

Number of the records: 1