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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 |
| 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：232/85 | 提交时间：2023/06/02 |
| 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：113/29 | 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：248/32 | 提交时间：2022/04/02
Multi-target coverage multi-robot system connectivity maintenance deep reinforcement learning |
| 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：260/63 | 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 |
| On the Principle and Applications of Conditional Disturbance Negation 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 11, 页码: 6757-6767
作者: Pu, Zhiqiang; Sun, Jinlin; Yi, Jianqiang; Gao, Zhiqiang
Adobe PDF(1523Kb) | 收藏 | 浏览/下载：263/37 | 提交时间：2021/12/28
Observers Couplings Control design Uncertainty System dynamics Analytical models Sun Conditional disturbance negation (CDN) coupling disturbance rejection information-centric control observer |
| 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：214/63 | 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：235/37 | 提交时间：2022/04/06 |
| 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：109/52 | 提交时间：2023/06/12 |
| 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：217/72 | 提交时间：2022/04/02
Collision avoidance deep reinforcement learning (DRL) formation control leader–follower |
