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Using Data Compressors to Construct Order Tests for Homogeneity and Component Independence

, and . Applied Mathematics Letters (accepted), (2008)

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Optimal Artificial Curiosity, Developmental Robotics, Creativity, Music, and the Fine Arts. Connection Science, (2006)Exploring the predictable. Advances in Evolutionary Computing: theory and applications, Springer-Verlag New York, (2003)A Novel Connectionist System for Unconstrained Handwriting Recognition, , , , , and . IEEE Transactions on Pattern Analysis and Machine Intelligence, 31 (5): 855--868 (May 2009)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)Comparing LSTM Recurrent Networks and Spiking Recurrent Networks on the Recognition of Spoken Digits, , and . IDSIA-13-03. IDSIA, www.idsia.ch/\-techrep.html, (May 2003)Kalman filters improve LSTM network performance in problems unsolvable by traditional recurrent nets, , , and . (2003)Reinforcement learning in Markovian and non-Markovian environments. Advances in Neural Information Processing Systems, (1991)Curious model-building control systems. Proc. International Joint Conference on Neural Networks, (1991)Reinforcement learning with interacting continually running fully recurrent networks. Proc. INNC International Neural Network Conference, (1990)Exploring the Predictable. Advances in Evolutionary Computing, Springer-Verlag, Berlin Heidelberg, (2002)