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| Learning Cooperative Policies with Graph Networks in Distributed Swarm Systems 会议论文
, Queensland, Australia, June 18-23, 2023
作者: Zhang TL(张天乐) ; Liu Z(刘振); Pu ZQ(蒲志强); Yi JQ(易建强); Ai XL(艾晓琳); Yuan GM(袁莞迈)
 Adobe PDF(612Kb) |  收藏 | 浏览/下载：139/45 | 提交时间：2023/06/12 |
| Hierarchical Cooperative Swarm Policy Learning with Role Emergence 会议论文
, Online, 05-07 December 2021
作者: Zhang TL(张天乐); Liu Z(刘振); Pu ZQ(蒲志强); Qiu TH(丘腾海); Yi JQ(易建强)
Adobe PDF(327Kb) | 收藏 | 浏览/下载：113/54 | 提交时间：2023/06/12 |
| 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)
Adobe PDF(4277Kb) | 收藏 | 浏览/下载：119/30 | 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：137/30 | 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：92/26 | 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：251/79 | 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：241/87 | 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：169/54 | 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：303/41 | 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 |
| 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：246/37 | 提交时间：2022/04/06 |
