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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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Canhan Li, Chenxuan Meng, Bowen Dong, Yihao Gu, Zigang Huang, Siping Zhang, Xiaolong Liang
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	IEEE 2025-01-01
Цуврал:	IEEE Access
Нөхцлүүд:	Air combat reinforcement learning proximal policy UAV
Онлайн хандалт:	https://ieeexplore.ieee.org/document/11271221/
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!