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Evolino: Hybrid Neuroevolution / Optimal Linear Search for Sequence Prediction

, , and . Proceedings of the 19th International Joint Conference on Artificial Intelligence (IJCAI), page 853--858. (2005)

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Using Data Compressors to Construct Order Tests for Homogeneity and Component Independence, and . Applied Mathematics Letters (accepted), (2008)Gödel machines: self-referential universal problem solvers making provably optimal self-improvements. IDSIA-19-03, arXiv:cs.LO/0309048. IDSIA, Manno-Lugano, Switzerland, (2003)Exponential speed-up of computer history's defining moments. (2003)Universal Predictors and Learners (overview), with links to journal publications by M. Hutter and J. Schmidhuber. (2004)Sequence Labelling in Structured Domains with Hierarchical Recurrent Neural Networks, , and . Proceedings of the 20th International Joint Conference on Artificial Intelligence (IJCAI), (2007)Solving POMDPs using Levin search and EIRA, and . Proceedings of the 13th International Conference on Machine Learning (ICML), page 534--542. (1996)Isolated Digit Recognition with LSTM Recurrent Networks, , , and . First International Workshop on Biologically Inspired Approaches to Advanced Information Technology, Lausanne, (2003)Reinforcement driven information acquisition in non-deterministic environments, , and . Proceedings of the International Conference on Artificial Neural Networks, Paris, 2, page 159--164. EC2 & Cie, (1995)Guessing can outperform many long time lag algorithms, and . IDSIA-19-96. IDSIA, (1996)An introspective network that can learn to run its own weight change algorithm. Proc. of the Intl. Conf. on Artificial Neural Networks, Brighton, page 191--195. IEE, (1993)