Twin Delayed Deep Deterministic Policy Gradient Algorithm for a Heterogeneous Multifactory Remanufacturing Optimization Problem

Liang Qi; Qiqi Zeng; Shixin Liu; Jiacun Wang; Shujin Qin; Xiwang Guo

doi:10.1109/tcss.2025.3540263

journal article Oct 01, 2025

Twin Delayed Deep Deterministic Policy Gradient Algorithm for a Heterogeneous Multifactory Remanufacturing Optimization Problem

Liang Qi

IEEE Transactions on Computational Social Systems Vol. 12 No. 5 pp. 2864-2875 · Institute of Electrical and Electronics Engineers (IEEE)

View at Publisher Save 10.1109/tcss.2025.3540263

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Details

Published: Oct 01, 2025
Vol/Issue: 12(5)
Pages: 2864-2875
License: View

Authors

L

Liang Qi

Department of Artificial Intelligence, Shandong University of Science and Technology, Qingdao, P. R. China

Q

Qiqi Zeng

Artificial Intelligence and Software College, Liaoning Petrochemical University, Fushun, P. R. China

S

Shixin Liu

College of Information Science and Engineering, Northeast University, Shenyang, P. R. China

J

Jiacun Wang

Department of Computer Science and Software Engineering, Monmouth University, West Long Branch, NJ, USA

S

Shujin Qin

School of Information and Technology, Shangqiu Normal University, Shangqiu, P. R. China

X

Xiwang Guo

Information and Control Engineering College, Liaoning Petrochemical University, Fushun, P. R. China

Funding

Natural Science Foundation of Shandong Province Award: ZR2024MF140

National Local Joint Engineering Laboratory for Optimization of Petrochemical Process Operation and Energy saving Technology Award: LJ232410148002

Innovation Team Project of the Educational Department of Liaoning Province Award: LJ222410148036

Cite This Article

Liang Qi, Qiqi Zeng, Shixin Liu, et al. (2025). Twin Delayed Deep Deterministic Policy Gradient Algorithm for a Heterogeneous Multifactory Remanufacturing Optimization Problem. IEEE Transactions on Computational Social Systems, 12(5), 2864-2875. https://doi.org/10.1109/tcss.2025.3540263

Twin Delayed Deep Deterministic Policy Gradient Algorithm for a Heterogeneous Multifactory Remanufacturing Optimization Problem

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