Autonomous robots, especially those involved in safety critical tasks. have to rely on accurate, robust and assured navigation. In this fellowship we explore a framework for probabilistic robot localisation and incorporate machine learning, specifically reinforcement learning, for robots to actively perceive environments and learn decision-making for enhanced autonomous navigation.
Website Link: https://www.cardiff.ac.uk/people/view/542654-ji-ze
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