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| 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：115/28 | 提交时间：2023/06/12 |
| 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：120/42 | 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：227/77 | 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：208/80 | 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：226/27 | 提交时间：2022/07/25
Multi-agent systems Integrated game and control Velocity constraint Input saturation Event-triggered communication |
| 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：265/38 | 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：191/37 | 提交时间：2022/04/02
Attention mechanism deep reinforcement learning (DRL) graph convolutional networks multi agent systems |
| 知识和数据协同驱动的群体智能决策方法研究综述 期刊论文
自动化学报, 2022, 卷号: 48, 期号: 3, 页码: 1-17
作者: 蒲志强; 易建强; 刘振; 丘腾海; 孙金林; 李非墨
Adobe PDF(1352Kb) | 收藏 | 浏览/下载：252/63 | 提交时间：2022/04/02
群体智能 知识与数据协同 多智能体 决策智能 |
| 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：84/25 | 提交时间：2023/06/12 |
| 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：230/32 | 提交时间：2022/04/02
Multi-target coverage multi-robot system connectivity maintenance deep reinforcement learning |
