Tatsuya Ibuki

Gaussian Control Barrier Functions : A Non-Parametric Paradigm to Safety

2022 · arXiv (Cornell University)

Inspired by the success of control barrier functions (CBFs) in addressing safety, and the rise of data-driven techniques for modeling functions, we propose a non-parametric approach for online synthesis of CBFs using Gaussian Processes (GPs). …