Difference between revisions of "GP SSM"

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(Papers which are more oriented toward fluids)
(Some Early Papers)
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==== Some Early Papers ====
 
==== Some Early Papers ====
 
* I. Mezic and A. Banaszuk, [[Media:ComparisonSystems.pdf | Comparison of Systems with Complex Behavior]], ''Physica D'', vol. 197, pp. 101-133, 2004.
 
* I. Mezic and A. Banaszuk, [[Media:ComparisonSystems.pdf | Comparison of Systems with Complex Behavior]], ''Physica D'', vol. 197, pp. 101-133, 2004.
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==== Other Papers ====
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* E.Berger, M. Sastuba, D. Vogt, B. Jung, H.B. Amor, [[Media:EstimationRobotPerturbations.pdf | Estimation of Perturbations in Robotic Behavior using Dynamic Mode Decomposition]], ''Advanced Robotics,'' vol. 25, no. 5, 2015.

Revision as of 00:58, 9 January 2018

This page gathers references and materials related to the study of

  • Gaussian Process (GP) State Space Models (SSM)
  • Deep Learning
  • Koopman Spectral Methods.

Gaussian Process Approaches

Basic Gaussian Process Info

  • Rasmussen and Williams

Web Links

Papers on GP-SSMs


Deep Learning

Papers on Deep Learning

  • Soatto Paper

Web Links

Koopman Spectral Method

Papers on Koopman Spectral methods

Papers which are more oriented toward fluids

Some Early Papers

Other Papers