IEEE - Institute of Electrical and Electronics Engineers, Inc. - Equilibrium distributions and stability analysis of Gaussian Process State Space Models

2016 IEEE 55th Conference on Decision and Control (CDC)

Author(s): Thomas Beckers ; Sandra Hirche
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2016
Conference Location: Las Vegas, NV, USA
Conference Date: 12 December 2016
Page(s): 6,355 - 6,361
ISBN (Electronic): 978-1-5090-1837-6
ISBN (DVD): 978-1-5090-1844-4
DOI: 10.1109/CDC.2016.7799247
Regular:

Gaussian Process State Space Models (GP-SSM) are a data-driven stochastic model class suitable to represent nonlinear dynamics. They have become increasingly popular in non-parametric modeling... View More

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