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Efficient Neural Neighborhood Search for Pickup and Delivery Problems


Apr 25, 2022
Yining Ma, Jingwen Li, Zhiguang Cao, Wen Song, Hongliang Guo, Yuejiao Gong, Yeow Meng Chee

* Accepted at IJCAI 2022 (short oral) 

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Word Segmentation and Morphological Parsing for Sanskrit


Jan 30, 2022
Jingwen Li, Leander Girrbach

* Code can be accessed from https://github.com/cicl-iscl/TueSan 

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Heterogeneous Attentions for Solving Pickup and Delivery Problem via Deep Reinforcement Learning


Oct 06, 2021
Jingwen Li, Liang Xin, Zhiguang Cao, Andrew Lim, Wen Song, Jie Zhang

* This paper has been accepted at IEEE Transactions on Intelligent Transportation Systems 

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Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem


Oct 06, 2021
Jingwen Li, Yining Ma, Ruize Gao, Zhiguang Cao, Andrew Lim, Wen Song, Jie Zhang

* This paper has been accepted at IEEE Transactions on Cybernetics 

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Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer


Oct 06, 2021
Yining Ma, Jingwen Li, Zhiguang Cao, Wen Song, Le Zhang, Zhenghua Chen, Jing Tang

* Accepted at NeurIPS 2021 

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