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| 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:143/33  |  提交时间:2023/06/12 |
| Peer Incentive Reinforcement Learning for Cooperative Multi-Agent Games 期刊论文 IEEE Transactions on Games, 2022, 页码: 1-14 作者: Zhang TL(张天乐); Liu Z(刘振); Pu ZQ(蒲志强); Yi JQ(易建强) Adobe PDF(18835Kb)  |  收藏  |  浏览/下载:93/26  |  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:268/82  |  提交时间:2023/06/02 |
| Multiexperience-Assisted Efficient Multiagent Reinforcement Learning 期刊论文 IEEE Transactions on Neural Networks and Learning Systems, 2023, 页码: 1-15 作者: Zhang TL(张天乐); Liu Z(刘振); Yi JQ(易建强); Wu SG(吴士广); Pu ZQ(蒲志强); Zhao YJ(赵彦杰) Adobe PDF(2718Kb)  |  收藏  |  浏览/下载:244/88  |  提交时间:2023/06/02 |
| Velocity and input constrained distributed nash equilibrium seeking for multi-agent integrated game and control via event-triggered communication 期刊论文 NONLINEAR DYNAMICS, 2022, 卷号: 109, 页码: 2781-2798 作者: Pu, Zhiqiang; Ai, Xiaolin; Yi, Jianqiang Adobe PDF(1775Kb)  |  收藏  |  浏览/下载:260/30  |  提交时间:2022/07/25 Multi-agent systems Integrated game and control Velocity constraint Input saturation Event-triggered communication |
| A hybrid formation control design for multi-robot system with obstacle avoidance 会议论文 , Guangzhou, July 27-30 作者: Wu Shiguang; Sui Zezhi; Yi Jianqiang; Pu Zhiqiang Adobe PDF(751Kb)  |  收藏  |  浏览/下载:133/47  |  提交时间:2022/06/16 |
| Adaptive flocking of multi-agent system with uncertain nonlinear dynamics and unknown disturbances using neural networks 会议论文 , Online, August 20-21 作者: Shiguang Wu; Zhiqiang Pu; Jianqiang Yi; Jinlin Su; Tianyi Xiong; Tenghai Qiu Adobe PDF(2014Kb)  |  收藏  |  浏览/下载:155/53  |  提交时间:2022/04/06 |
| Formation control with collision avoidance through deep reinforcement learning using model-guided demonstration 期刊论文 IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 6, 页码: 2358-2372 作者: Zezhi Sui; Zhiqiang Pu; Jianqiang Yi; Shiguang Wu Adobe PDF(5344Kb)  |  收藏  |  浏览/下载:226/75  |  提交时间:2022/04/02 Collision avoidance deep reinforcement learning (DRL) formation control leader–follower |
| 知识和数据协同驱动的群体智能决策方法研究综述 期刊论文 自动化学报, 2022, 卷号: 48, 期号: 3, 页码: 1-17 作者: 蒲志强; 易建强; 刘振; 丘腾海; 孙金林; 李非墨 Adobe PDF(1352Kb)  |  收藏  |  浏览/下载:276/66  |  提交时间:2022/04/02 群体智能 知识与数据协同 多智能体 决策智能 |
| On the Principle and Applications of Conditional Disturbance Negation 期刊论文 IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 11, 页码: 6757-6767 作者: Pu, Zhiqiang; Sun, Jinlin; Yi, Jianqiang; Gao, Zhiqiang Adobe PDF(1523Kb)  |  收藏  |  浏览/下载:290/42  |  提交时间:2021/12/28 Observers Couplings Control design Uncertainty System dynamics Analytical models Sun Conditional disturbance negation (CDN) coupling disturbance rejection information-centric control observer |