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- W4386900529 abstract "This article investigates the stability of the closed-loop system under the iterative control policy generated by various iterative Q-learning algorithms. First, a new stability criterion is developed for the value-iteration-based Q-learning (VIQL) algorithm, which is initialized by a positive semi-definite function. Through this operation, VIQL can provide an initial admissible control policy for the policy-iteration-based Q-learning (PIQL) algorithm. It is emphasized that evolving control policies generated by PIQL can stabilize the controlled system. The numerical result is provided to verify the effectiveness of the present algorithms." @default.
- W4386900529 created "2023-09-21" @default.
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- W4386900529 date "2023-06-16" @default.
- W4386900529 modified "2023-09-27" @default.
- W4386900529 title "Stability Analysis of Model-Free Control under Iterative Q-learning Algorithms" @default.
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- W4386900529 doi "https://doi.org/10.1109/iccsse59359.2023.10245607" @default.
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