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Secure Cooperative Communications in 6G Networks: A Constrained Hierarchical Reinforcement Learning Framework with Hybrid Action Space.

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Title: Secure Cooperative Communications in 6G Networks: A Constrained Hierarchical Reinforcement Learning Framework with Hybrid Action Space.
Authors: Tian, Xiaosi1 (AUTHOR), Wang, Zulin1 (AUTHOR), Ni, Yuanhan1 (AUTHOR) yuanhanni@buaa.edu.cn
Source: Entropy. Apr2026, Vol. 28 Issue 4, p412. 23p.
Database: Academic Search Ultimate
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  Data: Secure Cooperative Communications in 6G Networks: A Constrained Hierarchical Reinforcement Learning Framework with Hybrid Action Space.
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  Data: <searchLink fieldCode="AR" term="%22Tian%2C+Xiaosi%22">Tian, Xiaosi</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Zulin%22">Wang, Zulin</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ni%2C+Yuanhan%22">Ni, Yuanhan</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> yuanhanni@buaa.edu.cn</i>
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  Data: <searchLink fieldCode="JN" term="%22Entropy%22">Entropy</searchLink>. Apr2026, Vol. 28 Issue 4, p412. 23p.
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        Value: 10.3390/e28040412
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        Text: English
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        StartPage: 412
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      – TitleFull: Secure Cooperative Communications in 6G Networks: A Constrained Hierarchical Reinforcement Learning Framework with Hybrid Action Space.
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              Text: Apr2026
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