A Deep Q-Learning Network for Ship Stowage Planning Problem

Ship stowage plan is the management connection of quae crane scheduling and yard crane scheduling. The quality of ship stowage plan affects the productivity greatly. Previous studies mainly focuses on solving stowage planning problem with online searching algorithm, efficiency of which is significan...

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Bibliographic Details
Main Authors: Shen Yifan, Zhao Ning, Xia Mengjue, Du Xueqiang
Format: Article
Language:English
Published: Sciendo 2017-11-01
Series:Polish Maritime Research
Subjects:
Online Access:https://doi.org/10.1515/pomr-2017-0111