Difference between revisions of "GP SSM"

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* E.B. Fox, E.B. Sudderth, M.I. Jordan, A.S. Willsky, [[Media:SharingFeaturesDynamicalSystems.pdf | Sharing Features Among Dynamical Systems with Beta Processes]]
 
* E.B. Fox, E.B. Sudderth, M.I. Jordan, A.S. Willsky, [[Media:SharingFeaturesDynamicalSystems.pdf | Sharing Features Among Dynamical Systems with Beta Processes]]
 
* J.M. Wang, D.j. Fleet, A. Hertzmann, [[Media:GPDynamicalModelsHumanMotion.pdf | Gaussian Process Dynamical Models for Human Motion]]
 
* J.M. Wang, D.j. Fleet, A. Hertzmann, [[Media:GPDynamicalModelsHumanMotion.pdf | Gaussian Process Dynamical Models for Human Motion]]
* E.D. Klenske, P. Hennig, [[Medial:DualControlApproxBayesianRL.pdf | Dual Control for Approximate Bayesian Reinforcement Learning]]
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* E.D. Klenske, P. Hennig, [[Media:DualControlApproxBayesianRL.pdf | Dual Control for Approximate Bayesian Reinforcement Learning]]
  
 
=== Web Links ===
 
=== Web Links ===
 
* [http://dsc.ijs.si/jus.kocijan/GPdyn/ Bibliography on GP Models in Dynamical Systems]
 
* [http://dsc.ijs.si/jus.kocijan/GPdyn/ Bibliography on GP Models in Dynamical Systems]

Revision as of 16:28, 13 October 2017

This page gathers references and materials related to the study of "Gaussian Process (GP) State Space Models (SSM)."

Basic Gaussian Process Info

  • Rasmussen and Williams

Papers on GP-SSMs

Web Links