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| A Double-Observation Policy Learning Framework for Multi-target Coverage with Connectivity Maintenance 会议论文
, online, 2022-2
作者: Xu YF(徐一凡) ; Pu ZQ(蒲志强); Wu SG(吴士广); Liu BY(刘博寅); Yi JQ(易建强); Geng HJ(耿虎军); Chai XH(柴兴华)
 Adobe PDF(9582Kb) |  收藏 | 浏览/下载：20/5 | 提交时间：2024/06/21 |
| A cooperation and decision-making framework in dynamic confrontation for multi-agent systems 期刊论文
Computers and Electrical Engineering, 2024, 页码: 118
作者: Lexing Wang; Tenghai Qiu; Zhiqiang Pu; Jianqiang Yi
Adobe PDF(1302Kb) | 收藏 | 浏览/下载：41/13 | 提交时间：2024/06/06 |
| Cooperative Object Transportation for Second-order Multi-robot Systems in Dynamic Environment 会议论文
Proceedings of the 42nd Chinese Control Conference, 天津, 2023-7-24
作者: Cai, Qiang; Ai, Xiaolin; Liu, Tianqi; Pu, zhiqiang
 Adobe PDF(3418Kb) | 收藏 | 浏览/下载：49/19 | 提交时间：2024/05/28 |
| Intrinsic Reward with Peer Incentives for Cooperative Multi-Agent Reinforcement Learning 会议论文
, Online, 18-23 July 2022
作者: Zhang TL(张天乐); Liu Z(刘振); Wu SG(吴士广); Pu ZQ(蒲志强); Yi JQ(易建强)
Adobe PDF(2189Kb) | 收藏 | 浏览/下载：228/66 | 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：188/40 | 提交时间：2023/06/12 |
| 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：310/102 | 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：308/39 | 提交时间：2022/07/25
Multi-agent systems Integrated game and control Velocity constraint Input saturation Event-triggered communication |
| Multi-robot cooperative target encirclement through learning distributed transferable policy 会议论文
, Online, July 19-24
作者: Zhang Tianle; Liu Zhen; Wu Shiguang; Pu Zhiqiang; Yi Jianqiang
Adobe PDF(949Kb) | 收藏 | 浏览/下载：224/70 | 提交时间：2022/06/16 |
| Attention Enhanced Reinforcement Learning for Multi agent Cooperation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者: Pu, Zhiqiang; Wang, Huimu; Liu, Zhen; Yi, Jianqiang; Wu, Shiguang
Adobe PDF(2967Kb) | 收藏 | 浏览/下载：361/55 | 提交时间：2022/06/06
Training Reinforcement learning Games Scalability Task analysis Standards Optimization Attention mechanism deep reinforcement learning (DRL) graph convolutional networks multi agent systems |
| Attention enhanced reinforcement learning for multi-agent cooperation 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 期号: 2022, 页码: 1-15
作者: Zhiqiang Pu; Huimu Wang; Zhen Liu; Jianqiang Yi; Shiguang Wu
Adobe PDF(2967Kb) | 收藏 | 浏览/下载：252/50 | 提交时间：2022/04/02
Attention mechanism deep reinforcement learning (DRL) graph convolutional networks multi agent systems |
