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Autonomous Maneuver Decisions via Transfer Learning Pigeon-Inspired Optimization for UCAVs in Dogfight Engagements

Wanying Ruan Haibin Duan Yimin Deng

自动化学报（英文版）2022，Vol.9Issue(9)：1639-1657,19.

自动化学报（英文版）2022，Vol.9Issue(9)：1639-1657,19.DOI:10.1109/JAS.2022.105803

Autonomous Maneuver Decisions via Transfer Learning Pigeon-Inspired Optimization for UCAVs in Dogfight Engagements

Wanying Ruan ¹Haibin Duan ²Yimin Deng³

作者信息

1. School of Automation Science and Electrical Engineering,Beihang University(BUAA),Beijing 100083,China
2. State Key Laboratory of Virtual Reality Technology and Systems,the School of Automation Science and Electrical Engineering,Beihang University(BUAA),Beijing 100083
3. Peng Cheng Laboratory,Shenzhen 518000,China
折叠

摘要

关键词

Autonomous maneuver decisions/dogfight engage-ment/game mixed strategy/transfer learning pigeon-inspired opti-mization(TLPIO)/unmanned combat aerial vehicle(UCAV)

Key words

Autonomous maneuver decisions/dogfight engage-ment/game mixed strategy/transfer learning pigeon-inspired opti-mization(TLPIO)/unmanned combat aerial vehicle(UCAV)

引用本文复制引用

Wanying Ruan,Haibin Duan,Yimin Deng..Autonomous Maneuver Decisions via Transfer Learning Pigeon-Inspired Optimization for UCAVs in Dogfight Engagements[J].自动化学报（英文版）,2022,9(9):1639-1657,19.

基金项目

This work was partially supported by the Science and Technology Innovation 2030-Key Project of"New Generation Artificial Intelligence"(2018AAA0100803),the National Natural Science Foundation of China(U20B2071,91948204,T2121003,U1913602). （2018AAA0100803）

自动化学报（英文版）

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