A Hybrid Reinforcement Learning Algorithm for 2D Irregular Packing Problems

Packing problems, also known as nesting problems or bin packing problems, are classic and popular NP-hard problems with high computational complexity. Inspired by classic reinforcement learning (RL), we established a mathematical model for two-dimensional (2D) irregular-piece packing combined with c...

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Bibliographic Details
Main Authors: Jie Fang, Yunqing Rao, Xusheng Zhao, Bing Du
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/11/2/327