Difference between revisions of "GP SSM"

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m (Papers on GP-SSMs)
(Papers on GP-SSMs)
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* E.D. Klenske, P. Hennig, [[Media:DualControlApproxBayesianRL.pdf | Dual Control for Approximate Bayesian Reinforcement Learning]]
 
* E.D. Klenske, P. Hennig, [[Media:DualControlApproxBayesianRL.pdf | Dual Control for Approximate Bayesian Reinforcement Learning]]
 
* Y. Pan and E.A. Theodorou, [[Media:DataDrivenDDPUsingGPs.pdf | Data-Driven Differential Dynamic Programming Using Gaussian Processes]]
 
* Y. Pan and E.A. Theodorou, [[Media:DataDrivenDDPUsingGPs.pdf | Data-Driven Differential Dynamic Programming Using Gaussian Processes]]
 +
* F. Berkenkamp, R. Moriconi, A.P. Schoellig, A. Krause, [[Media:SafeLearningRegionsAttractionWithGPs.pdf | Safe Learning of Regions of Attraction for Uncertain, Nonlinear Systems with Gaussian Processes]]
  
 
=== 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 17:22, 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