JOURNAL ARTICLE

Solving task scheduling problems in cloud manufacturing via attention mechanism and deep reinforcement learning

Xiaohan WangZhang LiYongkui LiuChun ZhaoKunyu Wang

Year: 2022 Journal:   Journal of Manufacturing Systems Vol: 65 Pages: 452-468   Publisher: Elsevier BV
Keywords:
Computer science Reinforcement learning Cloud computing Scheduling (production processes) Distributed computing Suite Dynamic priority scheduling Scalability Fair-share scheduling Two-level scheduling Job shop scheduling Cloud manufacturing Artificial intelligence Engineering Quality of service Computer network Operations management Database

Metrics

38
Cited By
5.87
FWCI (Field Weighted Citation Impact)
64
Refs
0.96
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Digital Transformation in Industry
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering
Scheduling and Optimization Algorithms
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering
Industrial Vision Systems and Defect Detection
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering

Related Documents

JOURNAL ARTICLE

Logistics-involved task scheduling in cloud manufacturing with offline deep reinforcement learning

Xiaohan WangZhang LiYongkui LiuChun Zhao

Journal:   Journal of Industrial Information Integration Year: 2023 Vol: 34 Pages: 100471-100471
JOURNAL ARTICLE

Hybrid Task Scheduling in Cloud Manufacturing With Sparse-Reward Deep Reinforcement Learning

Xiaohan WangYuanjun LailiZhang LiYongkui Liu

Journal:   IEEE Transactions on Automation Science and Engineering Year: 2024 Vol: 22 Pages: 1878-1892
© 2026 ScienceGate Book Chapters — All rights reserved.