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Exponential covariance function
We consider a realization of a Gaussian process with mean zero and the exponential covariance function: For x, x′ ∈ [0, 10/], define the exponential covariance function as √... -
Wave covariance function
We consider a realization of a Gaussian process with mean zero and the wave covariance function: For x, x′ ∈ [0, 10/], define the wave covariance function as √ cov(x, x′) = sin... -
Automatic LQR tuning based on Gaussian process global optimization
Automatic LQR tuning based on Gaussian process global optimization. -
Structure-preserving Gaussian Process Dynamics
The dataset is used for learning structure-preserving Gaussian process dynamics. -
Cloud-Assisted Collaborative Road Information Discovery with Gaussian Process
A novel cloud-based collaborative road information discovery framework using multiple heterogeneous vehicles was developed. Gaussian process was used to crowd-source individual...
