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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:129/29  |  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:241/78  |  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:245/29  |  提交时间:2022/07/25 Multi-agent systems Integrated game and control Velocity constraint Input saturation Event-triggered communication |
| 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:87/25  |  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:248/52  |  提交时间:2022/04/02 Adaptive fuzzy control fixed-time control input saturation nonstrict-feedback systems time-varying constraints |
| 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:112/29  |  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:247/32  |  提交时间:2022/04/02 Multi-target coverage multi-robot system connectivity maintenance deep reinforcement learning |
| 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:212/63  |  提交时间:2022/06/16 |
| 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:234/37  |  提交时间:2022/04/06 |
| 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:216/72  |  提交时间:2022/04/02 Collision avoidance deep reinforcement learning (DRL) formation control leader–follower |