Have a personal or library account? Click to login
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

Authors

Yifan Shen

Scientific Research Academy, Shanghai Maritime University,, Shanghai, China

Ning Zhao

Logistics Engineering College, Shanghai Maritime University,, Shanghai, China

Mengjue Xia

Scientific Research Academy, Shanghai Maritime University,, Shanghai, China

Xueqiang Du

Logistics Engineering College, Shanghai Maritime University,, Shanghai, China
DOI: https://doi.org/10.1515/pomr-2017-0111 | Journal eISSN: 2083-7429 | Journal ISSN: 1233-2585
Journal RSS Feed
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.

Previous articleVolume 24 (2017): Issue s3 (November 2017)Next article