Robust Output Regulation and Reinforcement Learning-based Output Tracking Design for Unknown Linear Discrete-Time Systems

In this paper, we investigate the optimal output tracking problem for linear discrete-time systems with unknown dynamics using reinforcement learning and robust output regulation theory. This output tracking problem only allows to utilize the outputs of the reference system and the controlled system...

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Bibliographic Details
Main Authors: Chen, C. (Author), Jiang, Y. (Author), Xie, K. (Author), Xie, L. (Author), Xie, S. (Author)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2022
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Online Access:View Fulltext in Publisher