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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Veröffentlicht in:	Polish maritime research Jg. 24; H. 1; S. 102 - 109
Hauptverfasser:	Shen, Yifan, Zhao, Ning, Xia, Mengjue, Du, Xueqiang
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Gdansk Sciendo 27.11.2017 De Gruyter Brill Sp. z o.o., Paradigm Publishing Services
Schlagworte:	Container terminal Decision analysis Deep Q-Leaning Network (DQN) Evaluation Generalization Markov decision process Planning Scheduling Ship stowage plan Ships Stowage (onboard equipment) Training Value function approximation World class companies
ISSN:	2083-7429, 1233-2585, 2083-7429
Online-Zugang:	Volltext
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