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My name is Lucian Busoniu and I am an associate professor with the Automation Department. Of the Technical University of Cluj-Napoca. Romania, where I lead the Robotics and Nonlinear Control. In 2009 from the Delft University of Techology. The other pages of this website contain information about the research and thesis projects. I am involved in, a selection of my publications. And course information, as well as a repository.
Reinforcement Learning and Planning for Large-Scale Systems. Therefore, this project will develop a planning and reinforcement learning framework for large-scale system control. On the OP side, methods will be developed to deal with large-scale actions and next states. An approach that accelerates large-scale OP by integrating RL will also be designed. The methods will be validated theoretically as well as in applications, with an application focus on assistive mobile manipulators.
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