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MSTAGNN-MARL: A Multi-Level Intelligent Decision Framework for Integrated Spatial-Temporal Conflict Resolution in High-Density Airspace.

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Title: MSTAGNN-MARL: A Multi-Level Intelligent Decision Framework for Integrated Spatial-Temporal Conflict Resolution in High-Density Airspace.
Authors: Wang, Ershen1,2, Xu, Haolong1,2, Yu, Nan2,3, Liu, Fei3,4, liufei@camic.cn, Ji, Guipeng4,5, Xu, Song1, Qu, Pingping1,2, Chen, Yunhao3,5
Source: Aerospace (MDPI Publishing); Feb2026, Vol. 13 Issue 2, p175, 30p
Database: Applied Science & Technology Source
FullText Text:
  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 192034588
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: MSTAGNN-MARL: A Multi-Level Intelligent Decision Framework for Integrated Spatial-Temporal Conflict Resolution in High-Density Airspace.
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  Data: <searchLink fieldCode="AU" term="%22Wang%2C+Ershen%22">Wang, Ershen</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Xu%2C+Haolong%22">Xu, Haolong</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Yu%2C+Nan%22">Yu, Nan</searchLink><relatesTo>2,3</relatesTo><br /><searchLink fieldCode="AU" term="%22Liu%2C+Fei%22">Liu, Fei</searchLink><relatesTo>3,4</relatesTo>, <i>liufei@camic.cn</i><br /><searchLink fieldCode="AU" term="%22Ji%2C+Guipeng%22">Ji, Guipeng</searchLink><relatesTo>4,5</relatesTo><br /><searchLink fieldCode="AU" term="%22Xu%2C+Song%22">Xu, Song</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Qu%2C+Pingping%22">Qu, Pingping</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Chen%2C+Yunhao%22">Chen, Yunhao</searchLink><relatesTo>3,5</relatesTo>
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  Data: <searchLink fieldCode="JN" term="%22Aerospace+%28MDPI+Publishing%29%22">Aerospace (MDPI Publishing)</searchLink>; Feb2026, Vol. 13 Issue 2, p175, 30p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=192034588
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      – Type: doi
        Value: 10.3390/aerospace13020175
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      – Code: eng
        Text: English
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        PageCount: 30
        StartPage: 175
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      – TitleFull: MSTAGNN-MARL: A Multi-Level Intelligent Decision Framework for Integrated Spatial-Temporal Conflict Resolution in High-Density Airspace.
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            NameFull: Wang, Ershen
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            NameFull: Xu, Haolong
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            NameFull: Ji, Guipeng
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            NameFull: Xu, Song
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              Text: Feb2026
              Type: published
              Y: 2026
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