PPO-Based Hierarchical Intelligent Tactical Decision-Making Algorithm for UAV Air Combat

To address high dynamics, strong uncertainty, and decision-dimensional explosion in air combat, this paper constructs a PPO-based hierarchical tactical decision-making algorithm (PHT-PPO) based on AFSIM simulation for UAV single-aircraft intelligent tactical decision-making. Firstly, a three-degree-...

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Principais autores:	Canhan Li, Chenxuan Meng, Bowen Dong, Yihao Gu, Zigang Huang, Siping Zhang, Xiaolong Liang
格式:	Artigo
語言:	Inglês
出版:	IEEE 2025-01-01
叢編:	IEEE Access
主題:	Air combat reinforcement learning proximal policy UAV
在線閱讀:	https://ieeexplore.ieee.org/document/11271221/
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