Formal Verification of Spatio-Temporal Rules Guided Safe Reinforcement Learning for CPS

Deep reinforcement learning is currently a commonly used method in decision-making for cyber physical system (CPS). However, when facing an unknown environment and dealing with complex tasks, deep reinforcement learning based on black boxes cannot guarantee the security of the system and the interpr...

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Bibliographic Details
Main Author: YIN Chan, ZHU Yi, WANG Jinyong, CHEN Xiaoying, HAO Guosheng
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2025-02-01
Series:Jisuanji kexue yu tansuo
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Online Access:http://fcst.ceaj.org/fileup/1673-9418/PDF/2312010.pdf
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