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Polymere I: Physik

, , and . Lecture Notes at ETH Zürich, (2009)Available online at http://www.polyphys.mat.ethz.ch/education/polymerphysics2009/polyphys.pdf; visited on August 16, 2010.

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Polymere I: Physik, , and . Lecture Notes at ETH Zürich, (2009)Available online at http://www.polyphys.mat.ethz.ch/education/polymerphysics2009/polyphys.pdf; visited on August 16, 2010.On the Possibility of Learning in Reactive Environments with Arbitrary Dependence, and . To appear in Theoretical Computer Science (accepted), (2008)Universal Learning Algorithms and Optimal Search, and . NIPS 2001 Workshop, (2002)An effective Procedure for Speeding up Algorithms. TR IDSIA-16-00-v1, cs.CC/0102018. IDSIA, Manno(Lugano), CH, (2000)A Gentle Introduction to The Universal Algorithmic Agent AIXI. Artificial General Intelligence, Springer, in press, (2006)Universal Learning of Repeated Matrix Games, and . Proc. 15th Annual Machine Learning Conf. of Belgium and The Netherlands (Benelearn'06), page 7--14. Ghent, (2006)NIPS 2002 workshop on universal learning algorithms and optimal search. Additional speakers: R. Solomonoff, P. M. B. Vitányi, N. Cesa-Bianchi, I. Nemenmann. Whistler, CA, and . (2002)Sequential Predictions based on Algorithmic Complexity. Journal of Computer and System Sciences, (2006)Robust Estimators under the Imprecise Dirichlet Model. Proceedings of the 3nd International Symposium on Imprecise Probabilities and Their Application (ISIPTA-2003), volume 18 of Proceedings in Informatics, page 274--289. Canada, Carleton Scientific, (2003)(On J. Schmidhuber's SNF grant 20-61847).Optimality of Universal Bayesian Prediction for General Loss and Alphabet. Journal of Machine Learning Research, (2003)(On J. Schmidhuber's SNF grant 20-61847).