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2020 – today
- 2024
[j7]Haiyin Piao
, Shengqi Yang, Hechang Chen, Junnan Li, Jin Yu, Xuanqi Peng, Xin Yang, Zhen Yang, Zhixiao Sun, Yi Chang:
Discovering Expert-Level Air Combat Knowledge via Deep Excitatory-Inhibitory Factorized Reinforcement Learning. ACM Trans. Intell. Syst. Technol. 15(4): 65:1-65:28 (2024)- 2023
- [j6]Simiao Fei, Hu Lin, Zhixiao Sun, Wang He, Yuanjie Lu, He Jile, Qing Luo, Su Qihang:
Hamiltonian Neural Network 6-DoF Rigid-Body Dynamic Modeling Based on Energy Variation Estimation. Complex. 2023: 8882781:1-8882781:18 (2023) - [j5]Haiyin Piao, Yue Han, Hechang Chen, Xuanqi Peng, Songyuan Fan, Yang Sun, Chen Liang, Zhimin Liu, Zhixiao Sun, Deyun Zhou:
Complex relationship graph abstraction for autonomous air combat collaboration: A learning and expert knowledge hybrid approach. Expert Syst. Appl. 215: 119285 (2023) - [j4]Zhixiao Sun, Hua Li, Dayu Zhang, Zhenghong Jin, Yuzhong Wang:
Asymptotic State Agreement of T-S Fuzzy Multi-agent Systems: A Dynamic Event-Triggered Approach. Int. J. Fuzzy Syst. 25(6): 2476-2487 (2023) - [j3]Zhixiao Sun, Huahua Wu, Yandong Shi, Xiangchao Yu, Yifan Gao, Wenbin Pei, Zhen Yang, Haiyin Piao, Yaqing Hou:
Multi-agent air combat with two-stage graph-attention communication. Neural Comput. Appl. 35(27): 19765-19781 (2023) - [c9]Xing Chen, Dongcui Diao, Hechang Chen, Hengshuai Yao, Haiyin Piao, Zhixiao Sun, Zhiwei Yang, Randy Goebel, Bei Jiang, Yi Chang:
The Sufficiency of Off-Policyness and Soft Clipping: PPO Is Still Insufficient according to an Off-Policy Measure. AAAI 2023: 7078-7086 - 2022
- [j2]Haiyin Piao, Jin Yu, Li Mo, Xin Yang, Zhimin Liu, Zhixiao Sun, Ming Lu, Zhen Yang, Deyun Zhou:
Learning Smooth Motion Planning for Intelligent Aerial Transportation Vehicles by Stable Auxiliary Gradient. IEEE Trans. Intell. Transp. Syst. 23(12): 24464-24473 (2022) - [c8]Hongyu Song, Jincheng Yu, Jiantao Qiu, Zhixiao Sun, Kuijun Lang, Qing Luo, Yuan Shen, Yu Wang:
Multi-UAV Disaster Environment Coverage Planning with Limited-Endurance. ICRA 2022: 10760-10766 - [c7]Yue Han, Haiyin Piao, Yaqing Hou, Yang Sun, Zhixiao Sun, Deyun Zhou, Shengqi Yang, Xuanqi Peng, Songyuan Fan:
Deep Relationship Graph Reinforcement Learning for Multi-Aircraft Air Combat. IJCNN 2022: 1-8 - [i3]Hongyu Song, Jincheng Yu, Jiantao Qiu, Zhixiao Sun, Kuijun Lang, Qing Luo, Yuan Shen, Yu Wang:
Multi-UAV Coverage Planning with Limited Endurance in Disaster Environment. CoRR abs/2201.10150 (2022) - [i2]Xing Chen, Dongcui Diao, Hechang Chen, Hengshuai Yao, Jielong Yang, Haiyin Piao, Zhixiao Sun, Bei Jiang, Yi Chang:
Sigmoidally Preconditioned Off-policy Learning: a new exploration method for reinforcement learning. CoRR abs/2205.10047 (2022) - 2021
- [j1]Zhixiao Sun, Haiyin Piao, Zhen Yang, Yiyang Zhao, Guang Zhan, Deyun Zhou, Guanglei Meng, Hechang Chen, Xing Chen, Bohao Qu, Yuanjie Lu:
Multi-agent hierarchical policy gradient for Air Combat Tactics emergence via self-play. Eng. Appl. Artif. Intell. 98: 104112 (2021) - [c6]Yuanjie Lu, Zhimin Liu, Zhixiao Sun, Miao Wang, Wenqing Yi, Yang Bai:
Research on Behavior Modeling and Simulation of Complex UAV Based on SysML State Machine Diagram. CSDM Asia / CSDM 2021: 401-409 - [c5]Guang Zhan, Miao Wang, Zhixiao Sun, Yuanjie Lu, Yang Bai:
Research on Distributed Harmony-SE Model Integration Method for Complex UAV System. CSDM Asia / CSDM 2021: 489 - [c4]Zhixiao Sun, Dong Kan, Yang Bai, Yuanjie Lu:
Research on Practice Methods of Complex Aircraft Requirement Management. CSDM Asia / CSDM 2021: 495 - [c3]Chenguang Wang, Zhixiao Sun, Qing Luo, Xinyu Wang, Tao Zhang, QianRu Wei, Jing Cheng, Depeng Gao:
A system for Evaluating the Robustness of Embedded Intelligent Chips and Models. QRS Companion 2021: 298-305 - [i1]Cong Wang, Tianpei Yang, Jianye Hao, Yan Zheng, Hongyao Tang, Fazl Barez, Jinyi Liu, Jiajie Peng, Haiyin Piao, Zhixiao Sun:
ED2: An Environment Dynamics Decomposition Framework for World Model Construction. CoRR abs/2112.02817 (2021) - 2020
- [c2]Haiyin Piao, Zhixiao Sun, Guanglei Meng, Hechang Chen, Bohao Qu, Kuijun Lang, Yang Sun, Shengqi Yang, Xuanqi Peng:
Beyond-Visual-Range Air Combat Tactics Auto-Generation by Reinforcement Learning. IJCNN 2020: 1-8 - [c1]Sili Huang, Bo Yang, Hechang Chen, Haiyin Piao, Zhixiao Sun, Yi Chang:
MA-TREX: Mutli-agent Trajectory-Ranked Reward Extrapolation via Inverse Reinforcement Learning. KSEM (2) 2020: 3-14
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