Equilibrium Distributions and Stability Analysis of Gaussian Process State Space Models.
Thomas BeckersSandra HirchePublished in: CoRR (2018)
Keyphrases
- gaussian process
- stability analysis
- gaussian processes
- state space
- bayesian framework
- covariance function
- gaussian process regression
- conditional distribution
- model selection
- gaussian process models
- hyperparameters
- approximate inference
- prior knowledge
- probabilistic model
- nonlinear systems
- latent variables
- machine learning
- random variables
- least squares
- evolutionary algorithm
- reinforcement learning