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| Concentration Network for Reinforcement Learning of Large-Scale Multi-Agent Systems 会议论文
, online, 2022
作者: Qingxu Fu ; Tenghai Qiu; Jianqiang Yi; Zhiqiang Pu; Shiguang Wu
 Adobe PDF(5807Kb) |  收藏 | 浏览/下载：9/1 | 提交时间：2024/06/05 |
| Commander-Soldiers Reinforcement Learning for Cooperative Multi-Agent Systems 会议论文
, 意大利, 2022-7
作者: Chen YQ(陈逸群); Yang Wei; Tianle Zhang; Shiguang Wu; Hongxing Chang
Adobe PDF(15907Kb) | 收藏 | 浏览/下载：144/33 | 提交时间：2023/06/28 |
| 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：265/93 | 提交时间：2023/06/02 |
| 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：194/62 | 提交时间：2022/06/16 |
| 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：249/74 | 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：328/48 | 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：270/33 | 提交时间：2022/04/02
Multi-target coverage multi-robot system connectivity maintenance deep reinforcement learning |
| 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：240/78 | 提交时间：2022/04/02
Collision avoidance deep reinforcement learning (DRL) formation control leader–follower |
