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Document type:
Konferenzbeitrag 
Author(s):
Zou, Minjie; Huang, Edward; Vogel-Heuser, Birgit; Chen, Chun-Hung 
Title:
Efficiently Learning a Distributed Control Policy in Cyber-Physical Production Systems Via Simulation Optimization 
Abstract:
The manufacturing industry is becoming more dynamic than ever. The limitations of non-deterministic network delays and real-time requirements call for decentralized control. For such dynamic and complex systems, learning methods stand out as a transformational technology to have a more flexible control solution. Using simulation for learning enables the description of highly dynamic systems and provides samples without occupying a real facility. However, it requires prohibitively expensive compu...    »
 
Book / Congress title:
16th International Conference on Automation Science and Engineering (Case 2020) 
Publisher address:
Hong Kong, China 
Year:
2020 
Pages:
645-651 
Covered by:
Scopus; Web of Science