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Generic Multi-Agent Reinforcement Learning Approach for Flexible Job-Shop Scheduling
by Schirin Baer
$104.95
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Paperback
Pub: 02/10/2022
The production control of flexible manufacturing systems is a relevant component that must go along with the requirements of being flexible in terms of new product variants, new machine skills and reaction to unforeseen events during runtime. This work focuses on developing a reactive job-shop… more scheduling system for flexible and re-configurable manufacturing systems. Reinforcement Learning approaches are therefore investigated for the concept of multiple agents that control products including transportation and resource allocation. less
- ISBN:
- 9783658391782
- 9783658391782
- Category:
- Machine learning
- Format:
- Paperback
- Publication Date:
- 02-10-2022
- Publisher:
- Springer Fachmedien Wiesbaden
- Country of origin:
- Germany
- Pages:
- 148
- Dimensions:
- 210x148mm
- Weight:
- 0.23kg
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