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:

Yifan Shen, Ning Zhao, Mengjue Xia and Xueqiang Du

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 times per year

Keywords:

Deep Q-Leaning Network (DQN),

Container terminal,

Ship stowage plan,

Markov decision process,

Value function approximation,

Related subjects:

Introductions and overviews,

Engineering, other,

Atmospheric science and climatology,

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.

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