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On Generalized Computable Universal Priors and their Convergence

. Theoretical Computer Science, (2005)

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Fitness Uniform Deletion for Robust Optimization, and . Proc. Genetic and Evolutionary Computation Conference (GECCO'05), page 1271--1278. Washington, OR, ACM SigEvo, (2005)Distribution of Mutual Information. Advances in Neural Information Processing Systems 14, page 399--406. Cambridge, MA, MIT Press, (2002)Universal Convergence of Semimeasures on Individual Random Sequences, and . Proc. 15th International Conf. on Algorithmic Learning Theory (ALT'04), volume 3244 of LNAI, page 234--248. Padova, Springer, Berlin, (2004)Universal Sequential Decisions in Unknown Environments. Proc. 5th European Workshop on Reinforcement Learning (EWRL-5), 27, page 25--26. Onderwijsinsituut CKI, Utrecht Univ., (2001)Convergence and Error bounds of Universal Prediction for General Alphabet. Proceedings of the 12th European Conference on Machine Learning (ECML-2001), (2001)(On J. Schmidhuber's SNF grant 20-61847).Algorithmic Complexity Bounds on Future Prediction Error, , and . Information and Computation, 205 (2): 242--262 (2007)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)