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Browsing Theses and Dissertations (Mechanical and Aeronautical Engineering) by Author

Browsing Theses and Dissertations (Mechanical and Aeronautical Engineering) by Author "Ludeke, Ricardo Pedro João"

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Towards a Deep Reinforcement Learning based approach for real-time decision making and resource allocation for Prognostics and Health Management applications

Ludeke, Ricardo Pedro João (University of Pretoria, 2020)

Industrial operational environments are stochastic and can have complex system dynamics which introduce multiple levels of uncertainty. This uncertainty leads to sub-optimal decision making and resource allocation. ...

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