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CASIA OpenIR
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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：213/81  |  提交时间：2023/06/02
Deep-Reinforcement-Learning-Based Multitarget Coverage With Connectivity Guaranteed 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 1, 页码: 121-132
作者:  Wu, Shiguang;  Pu, Zhiqiang;  Qiu, Tenghai;  Yi, Jianqiang;  Zhang, Tianle
收藏  |  浏览/下载：88/0  |  提交时间：2023/03/20
Robots  Optimization  Maintenance engineering  Task analysis  Informatics  Topology  Reinforcement learning  Connectivity maintenance  deep reinforcement learning (DRL)  multirobot system  multitarget coverage  
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：270/39  |  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  
Deep reinforcement learning based multi-target coverage with connectivity guaranteed 期刊论文
IEEE Transactions on Industrial Informatics, 2022, 期号: 2022, 页码: 1-12
作者:  Shiguang Wu;  Zhiqiang Pu;  Tenghai Qiu;  Jianqiang Yi;  Tianle Zhang
Adobe PDF(15731Kb)  |  收藏  |  浏览/下载：234/32  |  提交时间：2022/04/02
Multi-target coverage  multi-robot system  connectivity maintenance  deep reinforcement learning  
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：194/37  |  提交时间：2022/04/02
Attention mechanism  deep reinforcement learning (DRL)  graph convolutional networks  multi agent systems  
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：139/39  |  提交时间：2023/06/12
Multi-agent Collaborative Learning with Relational Graph Reasoning in Adversarial Environments 会议论文
, 线上会议, 2021-9
作者:  Wu Shiguang;  Qiu Tenghai;  Pu Zhiqiang;  Yi Jianqiang
Adobe PDF(1396Kb)  |  收藏  |  浏览/下载：205/62  |  提交时间：2022/06/16
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：209/72  |  提交时间：2022/04/02
Collision avoidance  deep reinforcement learning (DRL)  formation control  leader–follower  
Multi-target Coverage with Connectivity Maintenance using Knowledge-incorporated Policy Framework 会议论文
, Xi'an China, May 31-Jun. 4
作者:  Shiguang Wu;  Zhiqiang Pu;  Zhen Liu;  Tenghai Qiu;  Jianqiang Yi;  Tianle Zhang
Adobe PDF(12862Kb)  |  收藏  |  浏览/下载：227/36  |  提交时间：2022/04/06
Multi-Agent Cooperation and Competition with Two-Level Ggraph Attention Network 会议论文
, 线上, 2020-11
作者:  Shiguang, Wu;  Zhiqiang, Pu;  Jianqiang, Yi;  Huimu, Wang
Adobe PDF(1185Kb)  |  收藏  |  浏览/下载：133/1  |  提交时间：2021/06/24