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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Những tác giả chính: Sang-Jae Yeo, Suk-Yoon Hong, Jee-Hun Song
Định dạng: Bài viết
Ngôn ngữ:English
Được phát hành: Elsevier 2024-01-01
Loạt:International Journal of Naval Architecture and Ocean Engineering
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Truy cập trực tuyến:http://www.sciencedirect.com/science/article/pii/S2092678224000141