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CASIA OpenIR
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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：131/30  |  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：132/45  |  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：115/30  |  提交时间：2023/06/12
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：215/63  |  提交时间：2022/06/16
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  
A Soft Graph Attention Reinforcement Learning for Multi-Agent Cooperation 会议论文
, 线上, 2020-8
作者:  Huimu Wang;  Zhiqiang Pu;  Zhen Liu;  Jianqiang Yi;  Tenghai Qiu
Adobe PDF(815Kb)  |  收藏  |  浏览/下载：208/44  |  提交时间：2021/06/24
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：165/52  |  提交时间：2022/06/16
Multi-Agent Formation Control with Obstacles Avoidance under Restricted Communication through Graph Reinforcement Learning 会议论文
, 线上, 2020.06
作者:  Huimu, Wang;  Tenghai, Qiu;  Zhen, Liu;  Zhiqiang, Pu;  Jianqiang, Yi
Adobe PDF(1461Kb)  |  收藏  |  浏览/下载：173/35  |  提交时间：2021/06/24
A hybrid formation control design for multi-robot system with obstacle avoidance 会议论文
, Guangzhou, July 27-30
作者:  Wu Shiguang;  Sui Zezhi;  Yi Jianqiang;  Pu Zhiqiang
Adobe PDF(751Kb)  |  收藏  |  浏览/下载：124/44  |  提交时间：2022/06/16
Formation Control with Collision Avoidance through Deep Reinforcement Learning 会议论文
, Budapest, Hungary, Hungary, July 14-19, 2019
作者:  Sui Zezhi;  Pu Zhiqiang;  Yi Jianqiang;  Xiong Tianyi
浏览  |  Adobe PDF(2431Kb)  |  收藏  |  浏览/下载：213/72  |  提交时间：2020/07/08