Výsledky vyhledávání - "Jialiang Zuo"

Akademický článek

Unmanned Aerial Vehicle Swarm Cooperative Decision-Making for SEAD Mission: A Hierarchical Multiagent Reinforcement Learning Approach

Autor: Longfei Yue, Rennong Yang, Jialiang Zuo, Ying Zhang, Qiuni Li, Yijie Zhang

Publikováno v: IEEE Access, Vol 10, Pp 92177-92191 (2022)

Unmanned aerial vehicle (UAV) swarm cooperative decision-making has attracted increasing attentions because of its low-cost, reusable, and distributed characteristics. However, existing non-learning-based methods rely on small-scale, known scenarios,

Externí odkaz: https://doaj.org/article/c2cd16b1720f4b999f50ec1f49505ff4

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Akademický článek

Research on reinforcement learning-based safe decision-making methodology for multiple unmanned aerial vehicles

Autor: Longfei Yue, Rennong Yang, Ying Zhang, Jialiang Zuo

Publikováno v: Frontiers in Neurorobotics, Vol 16 (2023)

A system with multiple cooperating unmanned aerial vehicles (multi-UAVs) can use its advantages to accomplish complicated tasks. Recent developments in deep reinforcement learning (DRL) offer good prospects for decision-making for multi-UAV systems.

Externí odkaz: https://doaj.org/article/9c683c96854e4d2fba5c0259872798f7

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Akademický článek

Application of Deep Reinforcement Learning in Maneuver Planning of Beyond-Visual-Range Air Combat

Autor: Dongyuan Hu, Rennong Yang, Jialiang Zuo, Ze Zhang, Jun Wu, Ying Wang

Publikováno v: IEEE Access, Vol 9, Pp 32282-32297 (2021)

Beyond-visual-range (BVR) engagement becomes more and more popular in the modern air battlefield. The key and difficulty for pilots in the fight is maneuver planning, which reflects the tactical decision-making capacity of the both sides and determin

Externí odkaz: https://doaj.org/article/33396cce226b4478a7b5bf346e679861

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Akademický článek

Factored Multi-Agent Soft Actor-Critic for Cooperative Multi-Target Tracking of UAV Swarms

Autor: Longfei Yue, Rennong Yang, Jialiang Zuo, Mengda Yan, Xiaoru Zhao, Maolong Lv

Publikováno v: Drones, Vol 7, Iss 3, p 150 (2023)

In recent years, significant progress has been made in the multi-target tracking (MTT) of unmanned aerial vehicle (UAV) swarms. Most existing MTT approaches rely on the ideal assumption of a pre-set target trajectory. However, in practice, the trajec

Externí odkaz: https://doaj.org/article/4bd6e505f013449fb1cddf4001b787e4

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Microbial community structure analyses and cultivable denitrifier isolation of Myriophyllum aquaticum constructed wetland under low C/N ratio

Autor: Jialiang Zuo, Lina Xu, Jianlin Guo, Shengjun Xu, Shuanglong Ma, Cancan Jiang, Dongmin Yang, Danhua Wang, Xuliang Zhuang

Publikováno v: Journal of Environmental Sciences. 127:30-41

With the rapid expansion of livestock production, the amount of livestock wastewater accumulated rapidly. Lack of biodegradable organic matter makes denitrification of livestock wastewater after anaerobic digestion more difficult. In this study, Myri

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cbe210cfa5a38b1d650addfef65c6ba1
https://doi.org/10.1016/j.jes.2022.04.010

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Enhanced nitrogen removal of the anaerobic ammonia oxidation process by coupling with an efficient nitrate reducing bacterium (Bacillus velezensis M3-1)

Autor: Wanlian Yuan, Dongmin Yang, Xupo Zhang, Cancan Jiang, Danhua Wang, Jialiang Zuo, Shengjun Xu, Xuliang Zhuang

Publikováno v: Journal of Environmental Sciences.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::cde3065bfb00bb3c9f9ab77683e9f2fe
https://doi.org/10.1016/j.jes.2023.03.041

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Transcriptomics Insights into Phosphorus Stress Response of Myriophyllum aquaticum

Autor: Cancan Jiang, Shengjun Xu, Rui Wang, Qian Sun, Jialiang Zuo, Xuliang Zhuang

Publikováno v: International Journal of Molecular Sciences
Volume 24
Issue 5
Pages: 4874

Through excellent absorption and transformation, the macrophyte Myriophyllum (M.) aquaticum can considerably remove phosphorus from wastewater. The results of changes in growth rate, chlorophyll content, and roots number and length showed that M. aqu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::836b66fc39828face10c53a4cdc8104a

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Aircraft Maneuver Intelligent Recognition: An End-to-end Regularized Autoencoder and SVM Approach

Autor: Longfei Yue, Rennong Yang, Jialiang Zuo, Ying Zhang, Xiaoru Zhao, Mengda Yan

Publikováno v: 2022 IEEE International Conference on Unmanned Systems (ICUS).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::f8400c2a73ca298da5b4b7d63cc4e7ad
https://doi.org/10.1109/icus55513.2022.9987228

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Fast start-up of anammox process: Effects of extracellular polymeric substances addition on performance, granule properties, and bacterial community structure

Autor: Dongmin Yang, Jialiang Zuo, Cancan Jiang, Danhua Wang, Likun Gu, Shujun Zhang, Huijie Lu, Dongsheng Wang, Shengjun Xu, Zhihui Bai, Xuliang Zhuang

Publikováno v: Journal of Environmental Management. 338:117836

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::e3414d1d609115102e2960fd6f69e338
https://doi.org/10.1016/j.jenvman.2023.117836

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Application of Deep Reinforcement Learning in Maneuver Planning of Beyond-Visual-Range Air Combat

Autor: Ze Zhang, Dongyuan Hu, Ying Wang, Jun Wu, Rennong Yang, Jialiang Zuo

Publikováno v: IEEE Access, Vol 9, Pp 32282-32297 (2021)

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fea87e476d59da4a34687769b3cc6b93
https://doi.org/10.1109/access.2021.3060426

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