CORDIS Project
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This project aims to enhance reinforcement learning for large-scale engineering systems by developing methods that ensure performance guarantees. It focuses on improving control strategies for complex systems, particularly in energy-efficient applications like nuclear fusion, by leveraging system knowledge and reducing…
An unprecedented energy crisis is looming over us.
In order to transition to a greener and more energy-efficient society, existing technologies need to be improved and novel techniques such as nuclear fusion developed.
This requires the stabilization of aerodynamics, heat transfer or combustion and fusion processes and thus, the development of efficient control strategies for large-scale dynamical systems.
In recent years, reinforcement learning (RL) has emerged as a highly promising data-driven…
TECHNISCHE UNIVERSITAT DORTMUND
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