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| Multi-Target Encirclement with Collision Avoidance via Deep Reinforcement Learning using Relational Graphs 会议论文 , Philadelphia, PA, USA, May 23-27, 2022 作者: Zhang TL(张天乐) ; Liu Z(刘振) ; Pu ZQ(蒲志强) ; Yi JQ(易建强)![](/image/person.jpg)
Adobe PDF(4277Kb)  |   收藏  |  浏览/下载:160/36  |  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 |
| 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![](/image/person.jpg)
Adobe PDF(949Kb)  |   收藏  |  浏览/下载:217/66  |  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![](/image/person.jpg)
Adobe PDF(2967Kb)  |   收藏  |  浏览/下载:344/51  |  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![](/image/person.jpg)
Adobe PDF(15731Kb)  |   收藏  |  浏览/下载:281/33  |  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![](/image/person.jpg)
Adobe PDF(2967Kb)  |   收藏  |  浏览/下载:244/48  |  提交时间:2022/04/02 Attention mechanism deep reinforcement learning (DRL) graph convolutional networks multi agent systems |
| 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![](/image/person.jpg)
Adobe PDF(5344Kb)  |   收藏  |  浏览/下载:254/83  |  提交时间:2022/04/02 Collision avoidance deep reinforcement learning (DRL) formation control leader–follower |
| Multi-Agent Hierarchical Cognition Difference Policy for Multi-Agent Cooperation 期刊论文 Algorithms, 2021, 期号: 14, 页码: 98 作者: Huimu Wang ; Zhen Liu ; Jianqiang Yi ; Zhiqiang Pu![](/image/person.jpg)
Adobe PDF(1155Kb)  |   收藏  |  浏览/下载:259/52  |  提交时间:2021/06/24 multiagent system deep reinforcement learning variational autoencoder attention mechanism |