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A Monte Carlo Tree Search with Reinforcement Learning and Graph Relational Attention Network for Dynamic Flexible Job Shop Scheduling Problem.

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Title: A Monte Carlo Tree Search with Reinforcement Learning and Graph Relational Attention Network for Dynamic Flexible Job Shop Scheduling Problem.
Authors: Jia, Yu1, rykeryang@163.com, Yang, Rui1, Zhang, Qiuyu1, zhangqy@lut.edu.cn
Source: Big Data & Cognitive Computing; Jan2026, Vol. 10 Issue 1, p9, 35p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 191260876
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: A Monte Carlo Tree Search with Reinforcement Learning and Graph Relational Attention Network for Dynamic Flexible Job Shop Scheduling Problem.
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  Data: <searchLink fieldCode="AU" term="%22Jia%2C+Yu%22">Jia, Yu</searchLink><relatesTo>1</relatesTo>, <i>rykeryang@163.com</i><br /><searchLink fieldCode="AU" term="%22Yang%2C+Rui%22">Yang, Rui</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Qiuyu%22">Zhang, Qiuyu</searchLink><relatesTo>1</relatesTo>, <i>zhangqy@lut.edu.cn</i>
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  Data: <searchLink fieldCode="JN" term="%22Big+Data+%26+Cognitive+Computing%22">Big Data & Cognitive Computing</searchLink>; Jan2026, Vol. 10 Issue 1, p9, 35p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=191260876
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      – Type: doi
        Value: 10.3390/bdcc10010009
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      – Code: eng
        Text: English
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        PageCount: 35
        StartPage: 9
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      – TitleFull: A Monte Carlo Tree Search with Reinforcement Learning and Graph Relational Attention Network for Dynamic Flexible Job Shop Scheduling Problem.
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            NameFull: Jia, Yu
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            NameFull: Yang, Rui
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            NameFull: Zhang, Qiuyu
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            – D: 01
              M: 01
              Text: Jan2026
              Type: published
              Y: 2026
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