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: In the smart home environment, users develop a variety of automation rules to meet their needs in different scenarios. These rules can automatically trigger the operation of smart devices ...