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MoTDeReL: Model-based testing through deep reinforcement learning for software systems specified through graph transformation.

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Title: MoTDeReL: Model-based testing through deep reinforcement learning for software systems specified through graph transformation.
Authors: Ghasemi, Simin1, simin-ghasemi@pnu.ac.ir, Asgari Araghi, Maryam2, ma_asgar@encs.concordia.ca, Rafe, Vahid3, vahid.rafe@city.ac.uk, Heckel, Reiko4, rh122@le.ac.uk
Source: Automated Software Engineering; Dec2026, Vol. 33 Issue 2, p1-42, 42p
Database: Applied Science & Technology Source
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  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 192525771
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: MoTDeReL: Model-based testing through deep reinforcement learning for software systems specified through graph transformation.
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  Data: <searchLink fieldCode="AU" term="%22Ghasemi%2C+Simin%22">Ghasemi, Simin</searchLink><relatesTo>1</relatesTo>, <i>simin-ghasemi@pnu.ac.ir</i><br /><searchLink fieldCode="AU" term="%22Asgari+Araghi%2C+Maryam%22">Asgari Araghi, Maryam</searchLink><relatesTo>2</relatesTo>, <i>ma_asgar@encs.concordia.ca</i><br /><searchLink fieldCode="AU" term="%22Rafe%2C+Vahid%22">Rafe, Vahid</searchLink><relatesTo>3</relatesTo>, <i>vahid.rafe@city.ac.uk</i><br /><searchLink fieldCode="AU" term="%22Heckel%2C+Reiko%22">Heckel, Reiko</searchLink><relatesTo>4</relatesTo>, <i>rh122@le.ac.uk</i>
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  Data: <searchLink fieldCode="JN" term="%22Automated+Software+Engineering%22">Automated Software Engineering</searchLink>; Dec2026, Vol. 33 Issue 2, p1-42, 42p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=192525771
RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.1007/s10515-026-00610-3
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      – Code: eng
        Text: English
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        PageCount: 42
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      – TitleFull: MoTDeReL: Model-based testing through deep reinforcement learning for software systems specified through graph transformation.
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            NameFull: Ghasemi, Simin
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            NameFull: Asgari Araghi, Maryam
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            NameFull: Rafe, Vahid
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            – D: 01
              M: 12
              Text: Dec2026
              Type: published
              Y: 2026
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              Value: 33
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            – TitleFull: Automated Software Engineering
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