Marcus+Hutter

a German physicist and computer scientiest, Associate Professor in the [|Research School of Information Sciences and Engineering] at Australian National University and [|NICTA] adjunct. Before, he researched at [|IDSIA], [|Lugano], [|Switzerland] in Jürgen Schmidhuber's group.
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 * [[image:marcushutter.jpg link="http://www.hutter1.net/rsise/index.htm"]] ||~  || **Marcus Hutter**,

Marcus Hutter received his PhD and BSc in Physics from the [|Ludwig Maximilian University of Munich] and a [|Habilitation], MSc, and BSc in Informatics from Technical University of Munich. He is author of the AI-book //Universal Artificial Intelligence//, a novel algorithmic information theory perspective, also introducing the universal algorithmic agent called **AIXI**. || toc =AIXI= Quote from //The AIXI Model in One Line//
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 * [[image:aixi1line.gif link="http://www.hutter1.net/ai/uaibook.htm#oneline"]] ||



=Selected Publications=

2005 ...

 * Marcus Hutter (**2005**). //[|Universal Artificial Intelligence]//. Sequential Decisions based on Algorithmic Probability, [|Springer], ISBN: 3-540-22139-5
 * Marcus Hutter (**2007**). //[|Universal Algorithmic Intelligence: A mathematical top->down approach]//. Technical Report IDSIA-01-03 In Artificial General Intelligence, [|pdf]
 * Joel Veness, Kee Siong Ng, Marcus Hutter, David Silver (**2009**). //A Monte Carlo AIXI Approximation//, [|pdf]

2010 ...

 * Joel Veness, Kee Siong Ng, Marcus Hutter, David Silver (**2010**). //Reinforcement Learning via AIXI Approximation//. Association for the Advancement of Artificial Intelligence (AAAI), [|pdf]
 * Tor Lattimore, Marcus Hutter, [|Vaibhav Gavane] (**2011**). //Universal Prediction of Selected Bits//. [|Algorithmic Learning Theory], [|Lecture Notes in Computer Science] 6925, [|Springer]
 * Tor Lattimore, Marcus Hutter (**2011**). //Asymptotically Optimal Agents//. [|Algorithmic Learning Theory], [|Lecture Notes in Computer Science] 6925, [|Springer]
 * Tor Lattimore, Marcus Hutter (**2011**). //Time Consistent Discounting//. [|Algorithmic Learning Theory], [|Lecture Notes in Computer Science] 6925, [|Springer]
 * Tor Lattimore, Marcus Hutter (**2011**). //No Free Lunch versus Occam's Razor//. [|Solomonoff] Memorial, [|Lecture Notes in Computer Science], [|Springer]
 * Tor Lattimore, Marcus Hutter (**2012**). //PAC Bounds for Discounted MDPs//. [|Algorithmic Learning Theory], [|Lecture Notes in Computer Science], [|Springer]
 * Peter Auer, Marcus Hutter, Laurent Orseau (**2013**). //[|Reinforcement Learning]//. [|Dagstuhl Reports, Vol. 3, No. 8], DOI: [|10.4230/DagRep.3.8.1], URN: [|urn:nbn:de:0030-drops-43409]

=External Links=
 * [|Marcus Hutter from Wikipedia]
 * [|HomePage of Marcus Hutter]
 * [|Science Page of Marcus Hutter]
 * [|Marcus Hutter] from Microsoft Academic Search

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