Multi-object aerodynamic design optimization using deep reinforcement learning

Aerodynamic design optimization is a key aspect in aircraft design. The further evolution of advanced aircraft derivatives requires a powerful optimization toolbox. Reinforcement learning (RL) is a powerful optimization tool but has rarely been utilized in the aerodynamic design. It can potentially...

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Bibliographic Details
Main Authors: Xinyu Hui, Hui Wang, Wenqiang Li, Junqiang Bai, Fei Qin, Guoqiang He
Format: Article
Language:English
Published: AIP Publishing LLC 2021-08-01
Series:AIP Advances
Online Access:http://dx.doi.org/10.1063/5.0058088