Graph neural network and multi-agent reinforcement learning for machine-process-system integrated control to optimize production yield

Author:

Huang Jing,Su Jianyu,Chang Qing

Funder

National Science Foundation

Publisher

Elsevier BV

Subject

Industrial and Manufacturing Engineering,Hardware and Architecture,Software,Control and Systems Engineering

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A New Fourier Q Operator Network Based Reinforcement Learning Method for Continuous Action Space Decision-making in Manufacturing;Robotics and Computer-Integrated Manufacturing;2024-04

2. An integrated control strategy for simultaneous robot assignment, tool change and preventive maintenance scheduling using Heterogeneous Graph Neural Network;Robotics and Computer-Integrated Manufacturing;2023-12

3. Reinforcement learning algorithms: A brief survey;Expert Systems with Applications;2023-11

4. Agent-based manufacturing — review and expert evaluation;The International Journal of Advanced Manufacturing Technology;2023-06-06

5. Graph Neural Networks in IoT: A Survey;ACM Transactions on Sensor Networks;2023-04-05

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