Reinforcement learning paired with a geometry-aware Polygons Transformer achieves area utilization competitive with the Sparrow heuristic solver for 2D irregular nesting.
Decoupling geometry from optimization in 2d irregular cutting and packing problems: an open-source collision detection engine.arXiv, 2024
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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.