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A novel multi-agent dynamic portfolio optimization learning system based on hierarchical deep reinforcement learning

Crossref DOI link: https://doi.org/10.1007/s40747-025-01884-y

Published Online: 2025-05-29

Published Print: 2025-07

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Sun, Ruoyu https://orcid.org/0009-0002-6052-0051
Xi, Yue https://orcid.org/0009-0003-5373-6126
Stefanidis, Angelos https://orcid.org/0000-0002-4703-8765
Jiang, Zhengyong https://orcid.org/0000-0001-8873-4073
Su, Jionglong https://orcid.org/0000-0001-5360-6493
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Text and Data Mining valid from 2025-05-29

Version of Record valid from 2025-05-29
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Article History

Received: 25 November 2024

Accepted: 27 March 2025

First Online: 29 May 2025

Declarations

:

: On behalf of all authors, the corresponding author states that there is no conflict of interest.