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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 Hits 1 – 20 of 28 1 Feature reinforcement learning using looping suffix trees Daswani, Mayank; Sunehag, Peter; Hutter, Marcus. - : Journal of Machine Learning Research, 2015 BASE Show details 2 Consistency of Feature Markov Processes Sunehag, Peter; Hutter, Marcus. - : Springer Verlag, 2015 BASE Show details 3 A Monte-Carlo AIXI Approximation Veness, Joel; Ng, Kee Siong; Hutter, Marcus... In: Journal of Artificial Intelligence Research (2015) BASE Show details 4 A Monte-Carlo AIXI Approximation Veness, Joel; Ng, Kee Siong; Hutter, Marcus... In: Journal of Artificial Intelligence Research (2015) BASE Show details 5 Reinforcement learning via AIXI Approximation Veness, Joel; Ng, Kee Siong; Hutter, Marcus. - : AAAI Press, 2015 BASE Show details 6 Feature Reinforcement Leaning using Looping Suffix Trees Daswani, Mayank; Sunehag, Peter; Hutter, Marcus In: JMLR: Workshop and Conference Proceedings (2015) BASE Show details 7 Reinforcement learning via AIXI Approximation Veness, Joel; Ng, Kee Siong; Hutter, Marcus. - : AAAI Press, 2015 BASE Show details 8 Feature Reinforcement Leaning using Looping Suffix Trees Daswani, Mayank; Sunehag, Peter; Hutter, Marcus. - : JMLR, 2015 BASE Show details 9 Consistency of Feature Markov Processes Sunehag, Peter; Hutter, Marcus. - : Springer Verlag, 2015 BASE Show details 10 Feature reinforcement learning using looping suffix trees Daswani, Mayank; Sunehag, Peter; Hutter, Marcus. - : Journal of Machine Learning Research, 2015 BASE Show details 11 Tests of machine intelligence Legg, Shane; Hutter, Marcus. - : Springer Verlag, 2015 BASE Show details 12 Can intelligence explode? Hutter, Marcus In: Journal of Consciousness Studies (2015) BASE Show details 13 Universal intelligence: A definition of machine intelligence Legg, Shane; Hutter, Marcus In: Minds and Machines: journal for artificial intelligence, philosophy and cognitive sciences (2015) BASE Show details 14 Can intelligence explode? Hutter, Marcus In: Journal of Consciousness Studies (2015) BASE Show details 15 Universal intelligence: a definition of machine intelligence Legg, Shane; Hutter, Marcus In: Minds and Machines (2015) BASE Show details 16 Universal intelligence: a definition of machine intelligence Legg, Shane; Hutter, Marcus In: Minds and Machines (2015) Abstract: A fundamental problem in artificial intelligence is that nobody really knows what intelligence is. The problem is especially acute when we need to consider artificial systems which are significantly different to humans. In this paper we approach this problem in the following way: we take a number of well known informal definitions of human intelligence that have been given by experts, and extract their essential features. These are then mathematically formalised to produce a general measure of intelligence for arbitrary machines. We believe that this equation formally captures the concept of machine intelligence in the broadest reasonable sense. We then show how this formal definition is related to the theory of universal optimal learning agents. Finally, we survey the many other tests and definitions of intelligence that have been proposed for machines. ; SNF grant 200020-107616. Keyword: AIXI; Complexity theory; Intelligence; Intelligence tests; Measures Definitions; Theoretical foundations; Turing test URL: http://hdl.handle.net/1885/14995 BASE Hide details 17 Open problems in universal induction & intelligence Hutter, Marcus In: Algorithms (2015) BASE Show details 18 Open Problems in Universal Induction & Intelligence Hutter, Marcus In: Algorithms (2015) BASE Show details 19 Artificial general intelligence: Proceedings of the Second Conference on Artificial General Intelligence, AGI 2009, Arlington, Virginia, USA, March 6-9, 2009 Goertzel, Ben; Hitzler, Pascal; Hutter, Marcus. - : Atlantis Press, 2015 BASE Show details 20 Universal intelligence: A definition of machine intelligence Legg, Shane; Hutter, Marcus In: Minds and Machines: journal for artificial intelligence, philosophy and cognitive sciences (2015) BASE Show details Page: 1 2

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