Nest smarter, not harder: a hybrid vision-based deep reinforcement learning agent for packing 2D irregular geometries by rotational placement.
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| Title: | Nest smarter, not harder: a hybrid vision-based deep reinforcement learning agent for packing 2D irregular geometries by rotational placement. |
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| Authors: | Abdou, Kirolos1,2, kirolos.abdou@trumpf.com, Ibrahim, Amgad Fakhry1, amgad.ibrahim@trumpf.com, Binder, Kai1, Kai.J.Binder@t-online.de, Huber, Marco F.2,3, marco.huber@ieee.org |
| Source: | Journal of Intelligent Manufacturing; Apr2026, Vol. 37 Issue 4, p1753-1767, 15p |
| Database: | Applied Science & Technology Source |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 192844972 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Nest smarter, not harder: a hybrid vision-based deep reinforcement learning agent for packing 2D irregular geometries by rotational placement. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Abdou%2C+Kirolos%22">Abdou, Kirolos</searchLink><relatesTo>1,2</relatesTo>, <i>kirolos.abdou@trumpf.com</i><br /><searchLink fieldCode="AU" term="%22Ibrahim%2C+Amgad+Fakhry%22">Ibrahim, Amgad Fakhry</searchLink><relatesTo>1</relatesTo>, <i>amgad.ibrahim@trumpf.com</i><br /><searchLink fieldCode="AU" term="%22Binder%2C+Kai%22">Binder, Kai</searchLink><relatesTo>1</relatesTo>, <i>Kai.J.Binder@t-online.de</i><br /><searchLink fieldCode="AU" term="%22Huber%2C+Marco+F%2E%22">Huber, Marco F.</searchLink><relatesTo>2,3</relatesTo>, <i>marco.huber@ieee.org</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Journal+of+Intelligent+Manufacturing%22">Journal of Intelligent Manufacturing</searchLink>; Apr2026, Vol. 37 Issue 4, p1753-1767, 15p |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=192844972 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s10845-025-02620-6 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 15 StartPage: 1753 Titles: – TitleFull: Nest smarter, not harder: a hybrid vision-based deep reinforcement learning agent for packing 2D irregular geometries by rotational placement. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Abdou, Kirolos – PersonEntity: Name: NameFull: Ibrahim, Amgad Fakhry – PersonEntity: Name: NameFull: Binder, Kai – PersonEntity: Name: NameFull: Huber, Marco F. IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 04 Text: Apr2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 09565515 Numbering: – Type: volume Value: 37 – Type: issue Value: 4 Titles: – TitleFull: Journal of Intelligent Manufacturing Type: main |
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