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Noisy Dueling Double Deep Q-Network algorithm for autonomous underwater vehicle path planning

How to improve the success rate of autonomous underwater vehicle (AUV) path planning and reduce travel time as much as possible is a very challenging and crucial problem in the practical applications of AUV in the complex ocean current environment. Traditional reinforcement learning algorithms lack...

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Hlavní autoři: Xu Liao, Le Li, Chuangxia Huang, Xian Zhao, Shumin Tan
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2024-10-01
Edice:Frontiers in Neurorobotics
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On-line přístup:https://www.frontiersin.org/articles/10.3389/fnbot.2024.1466571/full
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