Abstract: This paper focuses on solving the linear quadratic regulator problem for discrete-time linear systems without knowing system matrices. The classical Q-learning methods for linear systems can ...
Abstract: Although deep neural networks exhibit high performance on several specific tasks, they suffer from a severe issue of catastrophic forgetting when learning new tasks incrementally. Several ...
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