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Fixed-time observer based adaptive neural network time-varying formation tracking control for multi-agent systems via minimal learning parameter approach 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2020, 卷号: 14, 期号: 9, 页码: 1147-1157
Authors:  Xiong, Tianyi;  Pu, Zhiqiang;  Yi, Jianqiang;  Tao, Xinlong
Favorite  |  View/Download:46/0  |  Submit date:2020/07/06
neurocontrollers  multi-agent systems  Lyapunov methods  closed loop systems  nonlinear control systems  time-varying systems  adaptive control  observers  uncertain systems  position control  radial basis function networks  robust control  control system synthesis  learning (artificial intelligence)  minimal learning-parameter approach  fixed-time CLSO  time-varying formation tracking problem  formation tracking control scheme  multiagent systems  time-varying formation tracking control problem  model uncertainties  velocity measurements  radial basis function neural networks  fixed-time cascaded leader state observer  fixed-time observer-based adaptive neural network time-varying formation tracking control  RBFNN-based adaptive control scheme  
多机器人编队协同路径规划方法研究 学位论文
工学博士, 北京: 中国科学院大学, 2020
Authors:  眭泽智
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多机器人编队  协同路径规划  队形变换  队形保持与协同避碰  深度强化学习  
A Hybrid Multiagent Collision Avoidance Method for Formation Control 会议论文
, Shenyang, China, Aug. 8-11, 2019
Authors:  Sui Zezhi;  Pu Zhiqiang;  Yi Jianqiang;  Xiong Tianyi
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Formation Control with Collision Avoidance through Deep Reinforcement Learning 会议论文
, Budapest, Hungary, Hungary, July 14-19, 2019
Authors:  Sui Zezhi;  Pu Zhiqiang;  Yi Jianqiang;  Xiong Tianyi
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Autonomous Navigation with Improved Hierarchical Neural Network Based on Deep Reinforcement Learning 会议论文
, 中国 广州, 2019.07.27-2019.07.30
Authors:  Zhang, Haiying;  Qiu, Tenghai;  Li, Shuxiao;  Zhu, Chengfei;  Lan, Xiaosong;  Chang, Hongxing
View  |  Adobe PDF(349Kb)  |  Favorite  |  View/Download:50/9  |  Submit date:2020/06/09
Autonomous Navigation  DDPG  Improved Hierarchical Neural Network  Curriculum Learning  
融合多源数据知识的复杂工业过程优化决策方法研究 学位论文
, 北京: 中国科学院大学, 2019
Authors:  刘承宝
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多源数据融合  知识获取  生成式对抗网络  智能优化决策  锂离子电池单体电芯一致性分选  
无人机协同编队控制方法研究 学位论文
工学博士, 北京: 中国科学院大学, 2019
Authors:  熊天漪
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无人机协同编队控制  时变队形编队跟踪  时变时延  切换通信拓扑  最小参数学习  
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
Authors:  Xiong Tianyi;  Pu Zhiqiang;  Yi Jianqiang;  Sui Zezhi
View  |  Adobe PDF(548Kb)  |  Favorite  |  View/Download:140/42  |  Submit date:2019/05/07
Formation Control  Minimal Learning Parameter  Multi-agent System  Neural Network  
Research on Autonomous Maneuvering Decision of UCAV Based on Deep Reinforcement Learning 会议论文
CCDC2018, Shenyang, China, June 9-11, 2018
Authors:  Zhang, Yesheng;  Zu, Wei;  Gao, Yang;  Chang, Hongxing
View  |  Adobe PDF(1271Kb)  |  Favorite  |  View/Download:394/164  |  Submit date:2018/05/09
Air Combat  Autonomous Maneuvering Decision  Deep Reinforcement Learning  
Consensus Based Formation Control for Multi-UAV Systems with Time-varying Delays and Jointly Connected Topologies 会议论文
, Munich, Germany, August 20-24, 2018
Authors:  Xiong Tianyi;  Pu Zhiqiang;  Yi Jianqiang;  Tao Xinlong
View  |  Adobe PDF(509Kb)  |  Favorite  |  View/Download:80/13  |  Submit date:2019/05/07