Paul Brunzema

A unified perspective on the current landscape of BO is provided, emphasizing its relevance to control systems and robotics, and it highlights future prospects by identifying key research challenges and promising avenues for advancing BO in the field.

Local PBO methods can drastically reduce cumulative regret in high-dimensional optimization tasks, outperforming traditional global approaches.