Dr Ze Ji, Cardiff University/Spirent Communications

Autonomous robots, especially those involved in safety-critical tasks, have to rely on accurate, robust and assured navigation. This project will explore a framework for probabilistic robot localisation. It will incorporate machine learning, specifically reinforcement learning, for robots to actively perceive environments and learn decision-making for enhanced autonomous navigation.