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Gaussian Process Latent Force Models for Learning and Stochastic Control of Physical Systems.
Simo Särkkä
Mauricio A. Álvarez
Neil D. Lawrence
Published in:
IEEE Trans. Autom. Control. (2019)
Keyphrases
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physical systems
gaussian process
qualitative models
gaussian processes
model selection
learning algorithm
learning process
latent variables
complex systems
qualitative and quantitative
hyperparameters
learning problems
regression model
causal models
supervised learning
active learning
prior knowledge