Ship-GAN: Generative modeling based maritime traffic simulator

Ship-GAN: Generative modeling based maritime traffic simulator

Modeling vessel movement in a maritime environment is an extremely challenging task given the complex nature of vessel behavior. Several existing multiagent maritime decision making frameworks require access to an accurate traffic simulator. We develop a system using electronic navigation charts to...

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Bibliographic Details
Main Authors: BASRUR, Chaithanya Shankaramurthy, ARAMBAM JAMES SINGH, SINHA, Arunesh, KUMAR, Akshat
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2021
Subjects:
Generative Adversarial Networks
Maritime Traffic Simulation
Digital Communications and Networking
OS and Networks
Online Access:https://ink.library.smu.edu.sg/sis_research/6756
https://ink.library.smu.edu.sg/context/sis_research/article/7759/viewcontent/demo_aamas_21.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/6756
https://ink.library.smu.edu.sg/context/sis_research/article/7759/viewcontent/demo_aamas_21.pdf

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