WorldCat Identities

Hutter, Marcus

Overview
Works: 24 works in 78 publications in 2 languages and 1,939 library holdings
Genres: Conference proceedings 
Roles: Editor, Creator
Classifications: Q335, 006.31
Publication Timeline
Key
Publications about  Marcus Hutter Publications about Marcus Hutter
Publications by  Marcus Hutter Publications by Marcus Hutter
Most widely held works by Marcus Hutter
Universal artificial intelligence sequential decisions based on algorithmic probability by Marcus Hutter ( )
18 editions published between 2004 and 2010 in English and held by 584 WorldCat member libraries worldwide
"The book introduces these two well-known but very different ideas and removes the limitations by unifying them to one parameter-free theory of an optimal reinforcement learning agent embedded in an arbitrary unknown environment. Most if not all Al problems can easily be formulated within this theory, which reduces the conceptual problems to pure computational ones. Considered problem classes include sequence prediction, strategic games, function minimization, reinforcement and supervised learning. The discussion includes formal definitions of intelligence order relations, the horizon problem and relations to other approaches to Al. One intention of this book is to excite a broader Al audience about abstract algorithmic information theory concepts, and conversely to inform theorists about exciting applications to Al."--Jacket
Algorithmic learning theory 18th international conference, ALT 2007, Sendai, Japan, October 1-4, 2007 : proceedings by Marcus Hutter ( )
14 editions published in 2007 in English and held by 492 WorldCat member libraries worldwide
This book constitutes the refereed proceedings of the 18th International Conference on Algorithmic Learning Theory, ALT 2007, held in Sendai, Japan, October 1-4, 2007, colocated with the 10th International Conference on Discovery Science, DS 2007. The 25 revised full papers presented together with the abstracts of 5 invited papers were carefully reviewed and selected from 50 submissions. The papers are dedicated to the theoretical foundations of machine learning; they address topics such as query models, on-line learning, inductive inference, algorithmic forecasting, boosting, support vector m
Algorithmic learning theory 21st International Conference, ALT 2010, Canberra, Australia, October 6-8, 2010, proceedings by Marcus Hutter ( )
10 editions published in 2010 in English and held by 401 WorldCat member libraries worldwide
Annotation
Recent advances in reinforcementlLearning 9th European Workshop, EWRL 2011, Athens, Greece, September 9-11, 2011, Revised selected papers by EWRL 2011 ( )
2 editions published in 2012 in English and held by 282 WorldCat member libraries worldwide
Recent Advances in Reinforcement Learning 9th European Workshop, EWRL 2011, Athens, Greece, September 9-11, 2011, Revised Selected Papers by Scott Sanner ( )
5 editions published in 2012 in English and held by 51 WorldCat member libraries worldwide
This book constitutes revised and selected papers of the 9th European Workshop on Reinforcement Learning, EWRL 2011, which took place in Athens, Greece in September 2011. The papers presented were carefully reviewed and selected from 40 submissions. The papers are organized in topical sections online reinforcement learning, learning and exploring MDPs, function approximation methods for reinforcement learning, macro-actions in reinforcement learning, policy search and bounds, multi-task and transfer reinforcement learning, multi-agent reinforcement learning, apprenticeship and inverse reinforcement learning and real-world reinforcement learning
Learning in reactive environments with arbitrary dependence ( )
2 editions published in 2006 in English and held by 17 WorldCat member libraries worldwide
Sequence prediction for non-stationary processes ( )
2 editions published in 2006 in English and held by 17 WorldCat member libraries worldwide
Kolmogorov complexity and applications 06051 abstracts collection ; Dagstuhl seminar ( )
2 editions published in 2006 in English and held by 17 WorldCat member libraries worldwide
Complexity monotone in conditions and future prediction errors ( )
1 edition published in 2006 in English and held by 16 WorldCat member libraries worldwide
Instantonen in der QCD : Theorie und Anwendungen des Instanton-Flüssigkeit-Modells by Marcus Hutter ( Book )
5 editions published between 1995 and 1996 in German and held by 15 WorldCat member libraries worldwide
Algorithmic learning theory : 18th international conference ; proceedings by Markus Hutter ( Book )
3 editions published in 2007 in English and held by 13 WorldCat member libraries worldwide
Algorithmic learning theory 21st international conference ; proceedings ( Book )
1 edition published in 2010 in English and held by 10 WorldCat member libraries worldwide
Recent advances in reinforcement learning 9th European workshop ; revised and selected papers ( Book )
1 edition published in 2012 in English and held by 4 WorldCat member libraries worldwide
Artificial general intelligence : proceedings of the third conference on artificial general intelligence, AGI 2010, Lugano, Switzerland ( Book )
1 edition published in 2010 in English and held by 4 WorldCat member libraries worldwide
Artificial General Intelligence : proceedings of the third conference on Artificial General Intelligence, AGI 2010, Lugano, Switzerland, March 5-8, 2010 by AGI Conference ( Book )
2 editions published in 2010 in English and held by 3 WorldCat member libraries worldwide
Recent Advances in Reinforcement Learning 9th European Workshop, EWRL 2011, Athens, Greece, September 9-11, 2011, Revised and Selected Papers ( )
1 edition published in 2012 in English and held by 3 WorldCat member libraries worldwide
Annotation
Algorithmic learning theory ( Book )
1 edition published in 2009 in English and held by 2 WorldCat member libraries worldwide
Algorithmic learning theory : 18th international conference, ALT 2007 : Sendai, Japan, October 2007 : proceedings by ALT 2007 ( Book )
1 edition published in 2007 in English and held by 2 WorldCat member libraries worldwide
Complexity monotone in conditions and future prediction errors ( )
1 edition published in 2006 in English and held by 1 WorldCat member library worldwide
 
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Audience Level
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Audience level: 0.72 (from 0.00 for Algorithmi ... to 1.00 for Artificial ...)
Alternative Names
Hutter, M.
Languages
English (69)
German (5)
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