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Learning Heterogeneous Agent Cooperation via Multiagent League Training 期刊论文
IFAC World Congress, 2023, 页码: IFAC PapersOnLine 56-2 (2023) 3033-3040
作者:  Qingxu, Fu;  Xiaolin Ai;  Jianqiang Yi;  Tenghai Qiu;  Wanmai Yuan;  Zhiqiang Pu
Adobe PDF(996Kb)  |  收藏  |  浏览/下载：25/7  |  提交时间：2024/06/05
3D deployment of UAV-mounted base stations for heterogeneous access requirements 期刊论文
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 143, 页码: 15
作者:  Ai, Xiaolin;  Pu, Zhiqiang;  Chai, Xinghua;  Lei, Jinlin;  Yi, Jianqiang
收藏  |  浏览/下载：53/0  |  提交时间：2024/02/22
Three-dimensional (3D) deployment  Multi-UAV-mounted base stations (BSs)  Non-uniform quality of service (QoS)  requirements  Obstacle avoidance  
Peer Incentive Reinforcement Learning for Cooperative Multiagent Games 期刊论文
IEEE TRANSACTIONS ON GAMES, 2023, 卷号: 15, 期号: 4, 页码: 623-636
作者:  Zhang, Tianle;  Liu, Zhen;  Pu, Zhiqiang;  Yi, Jianqiang
收藏  |  浏览/下载：55/0  |  提交时间：2024/02/22
Cooperative multiagent games  intrinsic reward  multiagent reinforcement learning (MARL)  Starcraft II Micromanagement  
Appointed-Time Control for Flexible Hypersonic Vehicles with Conditional Disturbance Negation 期刊论文
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2023, 卷号: 59, 期号: 5, 页码: 6327-6345
作者:  Sun, Jinlin;  Pu, Zhiqiang;  Chang, Yafei;  Ding, Shihong;  Yi, Jianqiang
收藏  |  浏览/下载：51/0  |  提交时间：2024/02/22
Vehicle dynamics  Convergence  Control systems  Aerodynamics  Closed loop systems  Actuators  Mathematical models  Appointed-time control  conditional disturbance negation  hypersonic vehicle  input saturation  prescribed performance control  
Learning to Play Football From Sports Domain Perspective: A Knowledge-Embedded Deep Reinforcement Learning Framework 期刊论文
IEEE TRANSACTIONS ON GAMES, 2023, 卷号: 15, 期号: 4, 页码: 648-657
作者:  Liu, Boyin;  Pu, Zhiqiang;  Zhang, Tianle;  Wang, Huimu;  Yi, Jianqiang;  Mi, Jiachen
收藏  |  浏览/下载：58/0  |  提交时间：2024/02/22
Deformable convolution  football analysis  pitch control  reinforcement learning  
Adaptive Fuzzy Appointed-Time Control for Uncertain Systems Bounded by Positive Functions 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2023, 卷号: 70, 期号: 4, 页码: 1540-1544
作者:  Ding, Lihui;  Sun, Jinlin;  Ding, Shihong;  Pu, Zhiqiang;  Yi, Jianqiang
收藏  |  浏览/下载：181/0  |  提交时间：2023/11/17
Uncertainty  Fuzzy logic  Backstepping  Nonlinear systems  Lyapunov methods  Sun  Steady-state  Adaptive fuzzy control  appointed-time control  adaptive control  backstepping  barrier Lyapunov function  
Cognition-Driven Multiagent Policy Learning Framework for Promoting Cooperation 期刊论文
IEEE TRANSACTIONS ON GAMES, 2023, 卷号: 15, 期号: 3, 页码: 388-398
作者:  Pu, Zhiqiang;  Wang, Huimu;  Liu, Boyin;  Yi, Jianqiang
收藏  |  浏览/下载：98/0  |  提交时间：2023/11/16
Cognition difference  coupling cognition network (CCN)  deep reinforcement learning (DRL)  graph convolutional network  multiagent systems (MASs)  
Learning Cooperative Policies with Graph Networks in Distributed Swarm Systems 会议论文
, Queensland, Australia, June 18-23, 2023
作者:  Zhang TL(张天乐);  Liu Z(刘振);  Pu ZQ(蒲志强);  Yi JQ(易建强);  Ai XL(艾晓琳);  Yuan GM(袁莞迈)
Adobe PDF(612Kb)  |  收藏  |  浏览/下载：178/52  |  提交时间：2023/06/12
Robot Subgoal-guided Navigation in Dynamic Crowded Environments with Hierarchical Deep Reinforcement Learning 期刊论文
International Journal of Control, Automation and Systems, 2023, 页码: 1-13
作者:  Zhang TL(张天乐);  Liu Z(刘振);  Pu ZQ(蒲志强);  Yi JQ(易建强);  Liang YY(梁延研);  Zhang D(张渡)
Adobe PDF(6472Kb)  |  收藏  |  浏览/下载：180/38  |  提交时间：2023/06/12
Automatic Curriculum Learning for Large-Scale Cooperative Multiagent Systems 期刊论文
IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, 卷号: 7, 期号: 3, 页码: 912-930
作者:  Zhang TL(张天乐);  Liu Z(刘振);  Pu ZQ(蒲志强);  Yi JQ(易建强)
Adobe PDF(4728Kb)  |  收藏  |  浏览/下载：354/92  |  提交时间：2023/06/02