Learning to Filter with Predictive State Inference Machines

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Learning to Filter with Predictive State Inference Machines

30 December 2015

Arun Venkatraman

J. Andrew Bagnell

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Papers citing "Learning to Filter with Predictive State Inference Machines"

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Title
Deeply Learning the Messages in Message Passing Inference Guosheng Lin Chunhua Shen Ian Reid Anton Van Den Hengel 3DV 109 63 0 06 Jun 2015
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 165 6,635 0 22 Dec 2012
Theano: new features and speed improvements Frédéric Bastien Pascal Lamblin Razvan Pascanu James Bergstra Ian Goodfellow Arnaud Bergeron Nicolas Bouchard David Warde-Farley Yoshua Bengio 100 1,420 0 23 Nov 2012
Predictive State Representations: A New Theory for Modeling Dynamical Systems Satinder Singh Michael R. James Matthew R. Rudary AI4TS AI4CE 91 289 0 11 Jul 2012
Projection-free Online Learning Elad Hazan Satyen Kale 112 248 0 18 Jun 2012
Stability Conditions for Online Learnability Stéphane Ross J. Andrew Bagnell 97 23 0 16 Aug 2011
A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning Stéphane Ross Geoffrey J. Gordon J. Andrew Bagnell OffRL 259 3,238 0 02 Nov 2010
Predictive State Temporal Difference Learning Byron Boots Geoffrey J. Gordon 115 48 0 30 Oct 2010
Closing the Learning-Planning Loop with Predictive State Representations Byron Boots S. Siddiqi Geoffrey J. Gordon 248 265 0 12 Dec 2009
Learning Nonlinear Dynamic Models John Langford Ruslan Salakhutdinov Tong Zhang 106 50 0 20 May 2009
A Spectral Algorithm for Learning Hidden Markov Models Daniel J. Hsu Sham Kakade Tong Zhang 201 310 0 26 Nov 2008