Zhixiao Sun

21 papers A* 2A 1B 2Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Boosting Weak-to-Strong Agents in Multiagent Reinforcement Learning via Balanced PPO.
IEEE Trans. Neural Networks Learn. Syst.
Sili Huang, Hechang Chen, Haiyin Piao, Zhixiao Sun, Yi Chang, Lichao Sun, Bo Yang
2025 A conf
IHGSL: Interpretable Heuristic Graph Structure Learning for Multi-Robot Autonomous Collaborative Systems.
IROS
Yue Han, Hanqi Li, Cuiwei Liu, Chen Liang, Zhixiao Sun
2024 J jnl
Discovering Expert-Level Air Combat Knowledge via Deep Excitatory-Inhibitory Factorized Reinforcement Learning.
ACM Trans. Intell. Syst. Technol.
Haiyin Piao, Shengqi Yang, Hechang Chen, Junnan Li, Jin Yu, Xuanqi Peng, Xin Yang, Zhen Yang, Zhixiao Sun, Yi Chang
2023 J jnl
Asymptotic State Agreement of T-S Fuzzy Multi-agent Systems: A Dynamic Event-Triggered Approach.
Int. J. Fuzzy Syst.
Zhixiao Sun, Hua Li, Dayu Zhang, Zhenghong Jin, Yuzhong Wang
2023 J jnl
Complex relationship graph abstraction for autonomous air combat collaboration: A learning and expert knowledge hybrid approach.
Expert Syst. Appl.
Haiyin Piao, Yue Han, Hechang Chen, Xuanqi Peng, Songyuan Fan, Yang Sun, Chen Liang, Zhimin Liu, Zhixiao Sun, Deyun Zhou
2023 J jnl
Hamiltonian Neural Network 6-DoF Rigid-Body Dynamic Modeling Based on Energy Variation Estimation.
Complex.
Simiao Fei, Hu Lin, Zhixiao Sun, Wang He, Yuanjie Lu, He Jile, Qing Luo, Su Qihang
2023 J jnl
Multi-agent air combat with two-stage graph-attention communication.
Neural Comput. Appl.
Zhixiao Sun, Huahua Wu, Yandong Shi, Xiangchao Yu, Yifan Gao, Wenbin Pei, Zhen Yang, Haiyin Piao, Yaqing Hou
2023 A* conf
The Sufficiency of Off-Policyness and Soft Clipping: PPO Is Still Insufficient according to an Off-Policy Measure.
AAAI
Xing Chen, Dongcui Diao, Hechang Chen, Hengshuai Yao, Haiyin Piao, Zhixiao Sun, Zhiwei Yang, Randy Goebel, Bei Jiang, Yi Chang
2022 B conf
Deep Relationship Graph Reinforcement Learning for Multi-Aircraft Air Combat.
IJCNN
Yue Han, Haiyin Piao, Yaqing Hou, Yang Sun, Zhixiao Sun, Deyun Zhou, Shengqi Yang, Xuanqi Peng, Songyuan Fan
2022 J jnl
Learning Smooth Motion Planning for Intelligent Aerial Transportation Vehicles by Stable Auxiliary Gradient.
IEEE Trans. Intell. Transp. Syst.
Haiyin Piao, Jin Yu, Li Mo, Xin Yang, Zhimin Liu, Zhixiao Sun, Ming Lu, Zhen Yang, Deyun Zhou
2022 J jnl
Multi-UAV Coverage Planning with Limited Endurance in Disaster Environment.
CoRR
Hongyu Song, Jincheng Yu, Jiantao Qiu, Zhixiao Sun, Kuijun Lang, Qing Luo, Yuan Shen, Yu Wang
2022 A* conf
Multi-UAV Disaster Environment Coverage Planning with Limited-Endurance.
ICRA
Hongyu Song, Jincheng Yu, Jiantao Qiu, Zhixiao Sun, Kuijun Lang, Qing Luo, Yuan Shen, Yu Wang
2022 J jnl
Sigmoidally Preconditioned Off-policy Learning: a new exploration method for reinforcement learning.
CoRR
Xing Chen, Dongcui Diao, Hechang Chen, Hengshuai Yao, Jielong Yang, Haiyin Piao, Zhixiao Sun, Bei Jiang, Yi Chang
2021 — conf
A system for Evaluating the Robustness of Embedded Intelligent Chips and Models.
QRS Companion
Chenguang Wang, Zhixiao Sun, Qing Luo, Xinyu Wang, Tao Zhang, Qianru Wei, Jing Cheng, Depeng Gao
2021 J jnl
ED2: An Environment Dynamics Decomposition Framework for World Model Construction.
CoRR
Cong Wang, Tianpei Yang, Jianye Hao, Yan Zheng, Hongyao Tang, Fazl Barez, Jinyi Liu, Jiajie Peng, Haiyin Piao, Zhixiao Sun
2021 J jnl
Multi-agent hierarchical policy gradient for Air Combat Tactics emergence via self-play.
Eng. Appl. Artif. Intell.
Zhixiao Sun, Haiyin Piao, Zhen Yang, Yiyang Zhao, Guang Zhan, Deyun Zhou, Guanglei Meng, Hechang Chen, Xing Chen, Bohao Qu, Yuanjie Lu
2021 — conf
Research on Behavior Modeling and Simulation of Complex UAV Based on SysML State Machine Diagram.
CSDM Asia / CSDM
Yuanjie Lu, Zhimin Liu, Zhixiao Sun, Miao Wang, Wenqing Yi, Yang Bai
2021 — conf
Research on Distributed Harmony-SE Model Integration Method for Complex UAV System.
CSDM Asia / CSDM
Guang Zhan, Miao Wang, Zhixiao Sun, Yuanjie Lu, Yang Bai
2021 — conf
Research on Practice Methods of Complex Aircraft Requirement Management.
CSDM Asia / CSDM
Zhixiao Sun, Dong Kan, Yang Bai, Yuanjie Lu
2020 B conf
Beyond-Visual-Range Air Combat Tactics Auto-Generation by Reinforcement Learning.
IJCNN
Haiyin Piao, Zhixiao Sun, Guanglei Meng, Hechang Chen, Bohao Qu, Kuijun Lang, Yang Sun, Shengqi Yang, Xuanqi Peng
2020 — conf
MA-TREX: Mutli-agent Trajectory-Ranked Reward Extrapolation via Inverse Reinforcement Learning.
KSEM (2)
Sili Huang, Bo Yang, Hechang Chen, Haiyin Piao, Zhixiao Sun, Yi Chang