Developing techniques to enable robots to safely navigate inside and around structures using novel navigation techniques including deep learning.

Generating realistic, dynamic models of robots, the environment and their interactions to underpin predictive planning and optimal control algorithms.

Developing multimodal interaction techniques to explain robot behaviour and thus increase transparency and operator effectiveness.

Developing and testing a practical self-certification methodology for robot and autonomous systems and certification of self-learning robotic systems.