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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：210/72  |  提交时间：2022/04/02
Collision avoidance  deep reinforcement learning (DRL)  formation control  leader–follower  
A Hybrid Multiagent Collision Avoidance Method for Formation Control 会议论文
, Shenyang, China, Aug. 8-11, 2019
作者:  Sui Zezhi;  Pu Zhiqiang;  Yi Jianqiang;  Xiong Tianyi
浏览  |  Adobe PDF(776Kb)  |  收藏  |  浏览/下载：195/75  |  提交时间：2020/07/08
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：115/42  |  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：210/71  |  提交时间：2020/07/08
Adaptive Neural Network Time-varying Formation Tracking Control for Multi-agent Systems via Minimal Learning Parameter Approach 会议论文
, Budapest, Hungary, July 14-19, 2019
作者:  Xiong Tianyi;  Pu Zhiqiang;  Yi Jianqiang;  Sui Zezhi
浏览  |  Adobe PDF(548Kb)  |  收藏  |  浏览/下载：317/106  |  提交时间：2019/05/07
Formation Control  Minimal Learning Parameter  Multi-agent System  Neural Network  
Path Planning of Multiagent Constrained Formation through Deep Reinforcement Learning 会议论文
, Rio de Janeiro, Brazil, July 8-13, 2018
作者:  Sui Zezhi;  Pu Zhiqiang;  Yi Jianqiang;  Tan Xiangmin
浏览  |  Adobe PDF(1849Kb)  |  收藏  |  浏览/下载：188/47  |  提交时间：2020/07/08
Optimal UAVs formation transformation strategy based on task assignment and Particle Swarm Optimization 会议论文
, Takamatsu, Japan, Aug 6-9, 2017
作者:  Sui Zezhi;  Pu Zhiqiang;  Yi Jianqiang
浏览  |  Adobe PDF(1500Kb)  |  收藏  |  浏览/下载：183/61  |  提交时间：2020/07/08