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Predictive state representation
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1	Compressed Predictive State Representation: An Efficient Moment-Method for Sequence Prediction and Sequential Decision-Making pdfsubject=Subject Add to Reading List Source URL: www.caiac.ca Language: English - Date: 2015-01-15 20:58:24 Business intelligence Machine learning Statistical models Learning Predictive modelling Statistical classification Predictive state representation Prediction Cognition Science and technology
2	MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.merl.com Stability and feasibility of MPC for switched linear systems with dwell-time constraints Bridgeman, L.; Danielson, C.; Di Cairano, S. Add to Reading List Source URL: www.merl.com Language: English - Date: 2016-07-07 10:52:35 Control theory Systems theory Mathematical optimization Optimal control Model predictive control State-space representation Lyapunov stability Dynamical system Linear system Kalman filter Holomorphic functional calculus
3	MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.merl.com Further Results and Properties of Indirect Adaptive Model Predictive Control for Linear Systems with Polytopic Uncertainty Add to Reading List Source URL: www.merl.com Language: English - Date: 2016-07-07 10:53:01 Control theory Xi State-space representation
4	Compressed Predictive States Efficient Learning and Planning with Compressed Predictive States arXiv:1312.0286v2 [cs.LG] 20 Jul 2014 Add to Reading List Source URL: arxiv.org Language: English - Date: 2014-07-21 22:14:47 Markov processes Machine learning Markov models Predictive state representation Matrix Markov chain Markov decision process G factor
5	Learning Low Dimensional Predictive Representations Matthew Rosencrantz MROSEN @ CS . CMU . EDU Computer Science Department, Carnegie Mellon University, 5000 Forbes Avenue, Pittsburgh, PA 15213, USA Geoff Gordon CALD, Ca Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2004-04-26 14:50:00 Machine learning Bioinformatics Hidden Markov model Expectation–maximization algorithm Baum–Welch algorithm Predictive state representation Economic model Statistics Markov models Computational statistics
6	Closing the Learning-Planning Loop with Predictive State Representations (Extended Abstract) Byron Boots ∗ Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2010-03-03 14:18:55 Stochastic control Markov models Cybernetics Predictive state representation Hidden Markov model Machine learning Markov decision process Algorithm Expectation–maximization algorithm Statistics Markov processes Dynamic programming
7	Online Spectral Identification of Dynamical Systems Geoff Gordon Machine Learning Department Carnegie Mellon University Pittsburgh, PA 15213 Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2012-08-31 11:15:39 Matrix theory Markov models Hidden Markov model Kalman filter Singular value decomposition Matrix Dynamical system Predictive state representation Machine learning Algebra Mathematics Linear algebra
8	Hilbert Space Embeddings of PSRs Byron Boots Machine Learning Dept. Carnegie Mellon University Pittsburgh, PA Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2014-05-05 14:45:55 Abstract algebra Functions and mappings Linear algebra Probability theory Markov models Embedding Kernel trick Hilbert space Predictive state representation Mathematics Algebra Mathematical analysis
9	PDF Document Add to Reading List Source URL: cseweb.ucsd.edu Language: English - Date: 2007-12-24 16:32:44 Machine learning Hankel matrix Predictive state representation Graphical model Markov decision process Statistics Markov models Markov processes