Nicolas Chapman

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PhD Researcher

I will be looking into new approaches to modelling and quantifying uncertainty in systems that use sensors and machine learning to interpret the environment. The research will investigate the features causing uncertainty in such systems, how it can be modelled and quantified and how such approaches can be integrated into planning and scheduling methods to improve mission planning outcomes. Systems that operate in weak measurement conditions, such as agricultural and environmental robots, are of particular interest to my research.