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.
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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DbLabel: Applied Science & Technology Source
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        Value: 10.1007/s10845-025-02620-6
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      – Code: eng
        Text: English
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              Text: Apr2026
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              Y: 2026
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