Reinforcement learning paired with a geometry-aware Polygons Transformer achieves area utilization competitive with the Sparrow heuristic solver for 2D irregular nesting.
Towards general-purpose representation learning of polygonal geometries.GeoInformatica, 27:289–340, 2022
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Geometry-Aware Reinforcement Learning for 2D Irregular Nesting
Reinforcement learning paired with a geometry-aware Polygons Transformer achieves area utilization competitive with the Sparrow heuristic solver for 2D irregular nesting.