LLM agents can partially mimic human driving behaviors and decision values but better align with aggressive profiles.

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Title: LLM agents can partially mimic human driving behaviors and decision values but better align with aggressive profiles.
Authors: Wang, Pu1, Wu, Guanlin1, Zhao, Yang1, Lin, Yichen1, Yang, Hao Frank1,2, haofrankyang@jhu.edu
Source: Transportation Research Part C: Emerging Technologies; May2026, Vol. 186, pN.PAG-N.PAG, 1p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 192486936
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: LLM agents can partially mimic human driving behaviors and decision values but better align with aggressive profiles.
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  Data: <searchLink fieldCode="AU" term="%22Wang%2C+Pu%22">Wang, Pu</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Wu%2C+Guanlin%22">Wu, Guanlin</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Zhao%2C+Yang%22">Zhao, Yang</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Lin%2C+Yichen%22">Lin, Yichen</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Yang%2C+Hao+Frank%22">Yang, Hao Frank</searchLink><relatesTo>1,2</relatesTo>, <i>haofrankyang@jhu.edu</i>
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  Data: <searchLink fieldCode="JN" term="%22Transportation+Research+Part+C%3A+Emerging+Technologies%22">Transportation Research Part C: Emerging Technologies</searchLink>; May2026, Vol. 186, pN.PAG-N.PAG, 1p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=192486936
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1016/j.trc.2026.105606
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      – Code: eng
        Text: English
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      – TitleFull: LLM agents can partially mimic human driving behaviors and decision values but better align with aggressive profiles.
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            NameFull: Wang, Pu
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            NameFull: Wu, Guanlin
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            NameFull: Zhao, Yang
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            NameFull: Lin, Yichen
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            NameFull: Yang, Hao Frank
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            – D: 01
              M: 05
              Text: May2026
              Type: published
              Y: 2026
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              Value: 186
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            – TitleFull: Transportation Research Part C: Emerging Technologies
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