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A Deep Reinforcement Learning Approach for Constrained Online Logistics Route Assignment


Sep 08, 2021
Hao Zeng, Yangdong Liu, Dandan Zhang, Kunpeng Han, Haoyuan Hu

* 8 pages, 7 figures 

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Balanced Order Batching with Task-Oriented Graph Clustering


Aug 19, 2020
Lu Duan, Haoyuan Hu, Zili Wu, Guozheng Li, Xinhang Zhang, Yu Gong, Yinghui Xu

* 10 pages, 6 figures 

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Can Sophisticated Dispatching Strategy Acquired by Reinforcement Learning? - A Case Study in Dynamic Courier Dispatching System


Mar 07, 2019
Yujie Chen, Yu Qian, Yichen Yao, Zili Wu, Rongqi Li, Yinzhi Zhou, Haoyuan Hu, Yinghui Xu


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A Multi-task Selected Learning Approach for Solving New Type 3D Bin Packing Problem


Aug 09, 2018
Haoyuan Hu, Lu Duan, Yu Gong, Kenny Zhu, Xiaodong Zhang, Yinghui Xu, Jiangwen Wei

* 9 pages, 3 figures. arXiv admin note: text overlap with arXiv:1708.05930 

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Solving a New 3D Bin Packing Problem with Deep Reinforcement Learning Method


Aug 20, 2017
Haoyuan Hu, Xiaodong Zhang, Xiaowei Yan, Longfei Wang, Yinghui Xu

* 7 pages, 1 figures 

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