Learning to solve multiple-TSP with time window and rejections via deep reinforcement learning

We propose a manager-worker framework (the implementation of our model is publically available at: https://github.com/zcaicaros/manager-worker-mtsptwr) based on deep reinforcement learning to tackle a hard yet nontrivial variant of Travelling Salesman Problem (TSP), i.e. multiple-vehicle TSP with ti...

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Bibliographic Details
Main Authors: ZHANG, Rongkai, ZHANG, Cong, CAO, Zhiguang, SONG, Wen, TAN, Puay Siew, ZHANG, Jie, WEN, Bihan, DAUWELS, Justin
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2022
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Online Access:https://ink.library.smu.edu.sg/sis_research/8128
https://ink.library.smu.edu.sg/context/sis_research/article/9131/viewcontent/2209.06094.pdf
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Institution: Singapore Management University
Language: English
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