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A Deep Q-Learning Network for Ship Stowage Planning Problem Cover

A Deep Q-Learning Network for Ship Stowage Planning Problem

Polish Maritime Research
Volume 24 (2017): Issue s3 (November 2017)
By: ,  ,   and    
Open Access
|Nov 2017
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DOI: https://doi.org/10.1515/pomr-2017-0111 | Journal eISSN: 2083-7429 | Journal ISSN: 1233-2585
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Language: English
Page range: 102 - 109
Published on: Nov 22, 2017
Published by: Gdansk University of Technology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
Deep Q-Leaning Network (DQN),
Container terminal,
Ship stowage plan,
Markov decision process,
Value function approximation,
Generalization
Related subjects:
Engineering,
Introductions and overviews,
Engineering, other,
Geosciences,
Atmospheric science and climatology,
Life sciences,
Life sciences, other

© 2017 Yifan Shen, Ning Zhao, Mengjue Xia, Xueqiang Du, published by Gdansk University of Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Volume 24 (2017): Issue s3 (November 2017)
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