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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:132/30  |  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:249/79  |  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:238/86  |  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:254/30  |  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:295/41  |  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 |
| 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:90/26  |  提交时间:2023/06/12 |
| Fixed-Time Adaptive Fuzzy Control for Uncertain Nonstrict-Feedback Systems with Time-Varying Constraints and Input Saturations 期刊论文 IEEE Transactions on Fuzzy Systems, 2022, 卷号: 30, 期号: 4, 页码: 1114-1128 作者: Jinlin Su; Jianqiang Yi; Zhiqiang Pu Adobe PDF(1378Kb)  |  收藏  |  浏览/下载:255/54  |  提交时间:2022/04/02 Adaptive fuzzy control fixed-time control input saturation nonstrict-feedback systems time-varying constraints |
| 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:204/37  |  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:265/64  |  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 |
| 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:219/73  |  提交时间:2022/04/02 Collision avoidance deep reinforcement learning (DRL) formation control leader–follower |