Safe Bayesian Optimization for Complex Control Systems via Additive Gaussian Processes

Hongxuan Wang, Xiaocong Li, Lihao Zheng +2

Automatic controller tuning is attractive for robotics and mechatronic systems whose dynamics are difficult to model accurately, but direct black-box optimization can be unsafe bec…