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Learning to Embed Probabilistic Structures Between Deterministic Chaos and Random Process in a Variational Bayes Predictive-Coding RNN.

, and . CoRR, (2018)

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Dynamic Generation and Switching of Object Handling Behaviors by a Humanoid Robot Using a Recurrent Neural Network Model., , , and . SAB, volume 4095 of Lecture Notes in Computer Science, page 185-196. Springer, (2006)Accounting Social Cognitive Mechanisms by the Framework of Predictive Coding and Active Inference: A Synthetic Experimental Study using Robotics Interaction Platforms.. HAI, page 2. ACM, (2019)Multiple spatio-temporal scales neural network for contextual visual recognition of human actions., , and . ICDL-EPIROB, page 235-241. IEEE, (2014)Handwriting prediction based character recognition using recurrent neural network., , , and . SMC, page 2549-2554. IEEE, (2011)Variational Recurrent Models for Solving Partially Observable Control Tasks., , and . CoRR, (2019)Autonomous Motion Generation Based on Reliable Predictability., , , , and . J. Robotics Mechatronics, 21 (4): 478-488 (2009)Learning to reproduce fluctuating behavioral sequences using a dynamic neural network model with time-varying variance estimation mechanism., , , , and . ICDL-EPIROB, page 1-6. IEEE, (2013)Learning and Recognition of Multiple Fluctuating Temporal Patterns Using S-CTRNN., , , , and . ICANN, volume 8681 of Lecture Notes in Computer Science, page 9-16. Springer, (2014)Learning to Reproduce Fluctuating Time Series by Inferring Their Time-Dependent Stochastic Properties: Application in Robot Learning Via Tutoring., , , , and . IEEE Trans. Auton. Ment. Dev., 5 (4): 298-310 (2013)Generalization in Learning Multiple Temporal Patterns Using RNNPB., and . ICONIP, volume 3316 of Lecture Notes in Computer Science, page 592-598. Springer, (2004)