Search Results - "Yang, Rennong"

A hierarchical reinforcement learning method for missile evasion and guidance by Yan, Mengda, Yang, Rennong, Zhang, Ying, Yue, Longfei, Hu, Dongyuan

“…This paper proposes an algorithm for missile manoeuvring based on a hierarchical proximal policy optimization (PPO) reinforcement learning algorithm, which…”
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Application of Deep Reinforcement Learning in Maneuver Planning of Beyond-Visual-Range Air Combat by Hu, Dongyuan, Yang, Rennong, Zuo, Jialiang, Zhang, Ze, Wu, Jun, Wang, Ying

“…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…”
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Self-Paced Multi-Scale Joint Feature Mapper for Multi-Objective Change Detection in Heterogeneous Images by Wang, Ying, Dang, Kelin, Yang, Rennong, Song, Qi, Li, Hao, Gong, Maoguo

“…Heterogeneous image change detection is a very practical and challenging task because the data in the original image have a large distribution difference and…”
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Research on reinforcement learning-based safe decision-making methodology for multiple unmanned aerial vehicles by Yue, Longfei, Yang, Rennong, Zhang, Ying, Zuo, Jialiang

“…A system with multiple cooperating unmanned aerial vehicles (multi-UAVs) can use its advantages to accomplish complicated tasks. Recent developments in deep…”
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Multi-UAV Path Planning and Following Based on Multi-Agent Reinforcement Learning by Zhao, Xiaoru, Yang, Rennong, Zhong, Liangsheng, Hou, Zhiwei

“…Dedicated to meeting the growing demand for multi-agent collaboration in complex scenarios, this paper introduces a parameter-sharing off-policy multi-agent…”
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Exoatmospheric Evasion Guidance Law with Total Energy Limit via Constrained Reinforcement Learning by Yan, Mengda, Yang, Rennong, Zhao, Yu, Yue, Longfei, Zhao, Xiaoru

“…Due to the lack of aerodynamic forces, the available propulsion for exoatmospheric pursuit-evasion problem is strictly limited, which has not been thoroughly…”
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Deep Reinforcement Learning for UAV Intelligent Mission Planning by Yue, Longfei, Yang, Rennong, Zhang, Ying, Yu, Lixin, Wang, Zhuangzhuang

“…Rapid and precise air operation mission planning is a key technology in unmanned aerial vehicles (UAVs) autonomous combat in battles. In this paper, an…”
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Precise Mission Process Control Based on a Novel Dual-Code Group Network Plan Diagram by Wu, Ao, Xie, Xiaowei, Song, Qi, Wang, Ying, Li, Huanyu, Yang, Rennong

“…Different from an ordinary project, a large group mission like the unmanned aerial vehicle (UAV) swarm cooperative strike mission is performed by multiple…”
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Unmanned Aerial Vehicle Swarm Cooperative Decision-Making for SEAD Mission: A Hierarchical Multiagent Reinforcement Learning Approach by Yue, Longfei, Yang, Rennong, Zuo, Jialiang, Zhang, Ying, Li, Qiuni, Zhang, Yijie

“…Unmanned aerial vehicle (UAV) swarm cooperative decision-making has attracted increasing attentions because of its low-cost, reusable, and distributed…”
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Layer-dependent excellent thermoelectric materials: from monolayer to trilayer tellurium based on DFT calculation by Zhang, Kexin, Yang, Rennong, Sun, Zhehao, Chen, Xihao, Huang, Sizhao, Wang, Ning

“…Monoelemental two-dimensional (2D) materials, which are superior to binary and ternary 2D materials, currently attract remarkable interest due to their…”
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Factored Multi-Agent Soft Actor-Critic for Cooperative Multi-Target Tracking of UAV Swarms by Yue, Longfei, Yang, Rennong, Zuo, Jialiang, Yan, Mengda, Zhao, Xiaoru, Lv, Maolong

“…In recent years, significant progress has been made in the multi-target tracking (MTT) of unmanned aerial vehicle (UAV) swarms. Most existing MTT approaches…”
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Deception mechanisms of FDA‒AWACS against passive monopulse angle measurements by Wang, Bo, Wang, Gang, Li, Yonglin, Yang, Rennong, Zhao, Yu

“…Abstract Airborne warning and control systems (AWACS) serve as critical command and control centres in air combat operations, making them prime targets for…”
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Aircraft human‐machine interaction assistant design: A novel multimodal data processing and application framework by Wu, Ao, Jin, Yang, Lv, Maolong, Li, Huanyu, Li, Leyan, Yang, Rennong

“…Abstract During aircraft operations, pilots rely on human‐machine interaction platforms to access essential information services. However, the development of a…”
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Aerial combat maneuvering policy learning based on confrontation demonstrations and dynamic quality replay by Hu, Dongyuan, Yang, Rennong, Zhang, Ying, Yue, Longfei, Yan, Mengda, Zuo, Jialiang, Zhao, Xiaoru

“…Unmanned Combat Aerial Vehicles (UCAVs) is becoming a crucial platform to perform dangerous missions with the ability of autonomy and intelligence in making…”
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Applying deep bidirectional LSTM and mixture density network for basketball trajectory prediction by Zhao, Yu, Yang, Rennong, Chevalier, Guillaume, Shah, Rajiv C., Romijnders, Rob

“…Data analytics helps basketball teams to create tactics. However, manual data collection and analytics are costly and ineffective. Therefore, we applied a deep…”
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Unsupervised Contrastive Learning for Automatic Grouping of Aerial Swarms by Li, Leyan, Yang, Rennong, Li, Huanyu, Lv, Maolong, Yue, Longfei Li, Wu, Ao, Mo, Li

“…The self-organization capabilities of massive aerial swarms pose challenges to conventional methods of grouping aerial targets. These traditional approaches…”
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From Behavior to Natural Language: Generative Approach for Unmanned Aerial Vehicle Intent Recognition by Li, Leyan, Yang, Rennong, Lv, Maolong, Wu, Ao, Zhao, Zilong

“…This paper introduces a novel cross-modal neural network model that aims to convert long-term temporal behavior data into natural language to achieve UAV…”
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Visual Range Maneuver Decision of Unmanned Combat Aerial Vehicle Based on Fuzzy Reasoning by Wu, Ao, Yang, Rennong, Liang, Xiaolong, Zhang, Jiaqiang, Qi, Duo, Wang, Ning

“…In view of the high dynamic, uncertain and time-varying characteristics of unmanned combat aerial vehicle (UCAV) air combat situation, a maneuver decision…”
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Aircraft Maneuver Intelligent Recognition: An End-to-end Regularized Autoencoder and SVM Approach by Yue, Longfei, Yang, Rennong, Zuo, Jialiang, Zhang, Ying, Zhao, Xiaoru, Yan, Mengda

“…Aircraft maneuver recognition is a key issue in unmanned aerial vehicle (UAV) intelligent air combat. Aiming at inefficiency of high-dimensional time-series…”
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Trajectory Prediction of Target Aircraft Based on HPSO-TPFENN Neural Network

“…Trajectory prediction plays an important role in modern air combat. Aiming at the large degree of modern simplification, low prediction accuracy, poor…”
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