Deep-reinforcement-learning-based hull form optimization method for stealth submarine design

The stealth performance of submarines is closely related to their hull forms. In this study, an optimization method based on Deep Reinforcement Learning (DRL) was developed to design submarine hull forms, aimed at maximizing the stealth performance. The DRL optimization technique relied on the decis...

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Bibliographic Details
Main Authors: Sang-Jae Yeo, Suk-Yoon Hong, Jee-Hun Song
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:International Journal of Naval Architecture and Ocean Engineering
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2092678224000141