Bayesian Nonparametric Methods for Partially-Observable Reinforcement Learning

Finale Doshi-Velez; David Pfau; Frank Wood; Nicholas Roy

doi:10.1109/tpami.2013.191

Bayesian Nonparametric Methods for Partially-Observable Reinforcement Learning

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2013.191 ◽

2015 ◽

Vol 37 (2) ◽

pp. 394-407 ◽

Cited By ~ 18

Author(s):

Finale Doshi-Velez ◽

David Pfau ◽

Frank Wood ◽

Nicholas Roy

Keyword(s):

Reinforcement Learning ◽

Nonparametric Methods ◽

Bayesian Nonparametric ◽

Bayesian Nonparametric Methods ◽

Partially Observable

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Bayesian nonparametric methods for financial and macroeconomic time series analysis

Flexible Bayesian Regression Modelling ◽

10.1016/b978-0-12-815862-3.00012-3 ◽

2020 ◽

pp. 91-119

Author(s):

Maria Kalli

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Nonparametric Methods ◽

Bayesian Nonparametric ◽

Series Analysis ◽

Macroeconomic Time Series ◽

Bayesian Nonparametric Methods

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Spatial Bayesian Nonparametric Methods

Nonparametric Bayesian Inference in Biostatistics ◽

10.1007/978-3-319-19518-6_17 ◽

2015 ◽

pp. 347-357 ◽

Cited By ~ 2

Author(s):

Brian James Reich ◽

Montserrat Fuentes

Keyword(s):

Nonparametric Methods ◽

Bayesian Nonparametric ◽

Bayesian Nonparametric Methods

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Bayesian Nonparametric Methods for Learning Markov Switching Processes

IEEE Signal Processing Magazine ◽

10.1109/msp.2010.937999 ◽

2010 ◽

Cited By ~ 26

Author(s):

Emily Fox ◽

Erik Sudderth ◽

Michael Jordan ◽

Alan Willsky

Keyword(s):

Markov Switching ◽

Nonparametric Methods ◽

Bayesian Nonparametric ◽

Bayesian Nonparametric Methods

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Bayesian nonparametric methods for discovering latent structures of rat hippocampal ensemble spikes

2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2016.7738867 ◽

2016 ◽

Cited By ~ 3

Author(s):

Zhe Chen ◽

Scott W. Linderman ◽

Matthew A. Wilson

Keyword(s):

Nonparametric Methods ◽

Bayesian Nonparametric ◽

Latent Structures ◽

Bayesian Nonparametric Methods

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Bayesian nonparametric methods: motivation and ideas

Bayesian Nonparametrics ◽

10.1017/cbo9780511802478.002 ◽

2011 ◽

pp. 22-34 ◽

Cited By ~ 4

Author(s):

Stephen G. Walker

Keyword(s):

Nonparametric Methods ◽

Bayesian Nonparametric ◽

Bayesian Nonparametric Methods

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Bayesian nonparametric methods for non-exchangeable data

10.1349/ddlp.960 ◽

2013 ◽

Author(s):

Nicholas J. Foti

Keyword(s):

Nonparametric Methods ◽

Bayesian Nonparametric ◽

Bayesian Nonparametric Methods

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Bayesian nonparametric methods for some econometric problems

10.14711/thesis-b854852 ◽

2005 ◽

Author(s):

Wai Kwong Lau

Keyword(s):

Nonparametric Methods ◽

Bayesian Nonparametric ◽

Bayesian Nonparametric Methods

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Discussion of “Nonparametric Bayesian Inference in Applications”: Bayesian nonparametric methods in econometrics

Statistical Methods & Applications ◽

10.1007/s10260-017-0384-0 ◽

2017 ◽

Vol 27 (2) ◽

pp. 207-218

Author(s):

Jim Griffin ◽

Maria Kalli ◽

Mark Steel

Keyword(s):

Bayesian Inference ◽

Nonparametric Methods ◽

Bayesian Nonparametric ◽

Nonparametric Bayesian ◽

Bayesian Nonparametric Methods

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On the Frequentist Properties of Bayesian Nonparametric Methods

Annual Review of Statistics and Its Application ◽

10.1146/annurev-statistics-041715-033523 ◽

2016 ◽

Vol 3 (1) ◽

pp. 211-231 ◽

Cited By ~ 4

Author(s):

Judith Rousseau

Keyword(s):

Nonparametric Methods ◽

Bayesian Nonparametric ◽

Bayesian Nonparametric Methods

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Bayesian nonparametric methods for data from a unimodal density

Statistics & Probability Letters ◽

10.1016/0167-7152(92)90021-v ◽

1992 ◽

Vol 14 (3) ◽

pp. 195-199 ◽

Cited By ~ 13

Author(s):

Lawrence J. Brunner

Keyword(s):

Nonparametric Methods ◽

Bayesian Nonparametric ◽

Unimodal Density ◽

Bayesian Nonparametric Methods

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