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Swarm Robotic Search Dataset
The dataset used in this paper is a swarm robotic search dataset, where robots search for the maximum strength source of spatially distributed signals. -
R2-B2: Recursive Reasoning-Based Bayesian Optimization for No-Regret Learning...
The dataset used in the paper is a synthetic game with two agents, where the payoff functions are sampled from a Gaussian process. -
Automatic LQR tuning based on Gaussian process global optimization
Automatic LQR tuning based on Gaussian process global optimization. -
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... -
Multi-output Gaussian Process Modulated Poisson Processes for Event Prediction
The dataset used in this study is a multivariate Gaussian convolution process modulated Poisson process model. The model is used for event prediction in teleservice systems. -
Leibniz University Hannover
Imported
Gaussian Processes with Noisy Regression Inputs for Dynamical Systems
We here provide the code related to our recent paper "Gaussian Processes with Noisy Regression Inputs for Dynamical Systems". To run the code, execute the 'offline_phase.mat' or...