IJCAI

One4Many-StablePacker: An Efficient Deep Reinforcement Learning Framework for the 3D Bin Packing Problem

One4Many-StablePacker：一种用于三维装箱问题的高效深度强化学习框架

Lei Gao, Shihong Huang, Shengjie Wang, Hong Ma, Feng Zhang, Hengda Bao, Qichang Chen, Weihua Zhou

AI总结 针对三维装箱问题现有方法的局限，提出One4Many-StablePacker框架，通过加权奖励函数和结合特定优化方法的训练机制，能在单一训练中处理多样箱尺寸，有效提升装箱利用率，泛化性强且适用性佳。

Comments Accepted at the 35th International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2026)