University of Bristol

PhD Studentship: Machine-learning for High-speed Aerial Vehicle Control

University of Bristol

The project: This PhD project will investigate new machine learning techniques, including physics-informed neural networks for dynamical systems, for controlling high-speed and highly-manoeuvrable aerial vehicles. Emphasis will be placed on bridging the gap between classical control and modern machine learning methods, as well as high-level path planning and low-level flight control. like A principal research aim will be to develop a physics-informed, meta-learned adaptive guidance approach, which can instantly...