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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：237/77  |  提交时间：2022/04/02
Collision avoidance  deep reinforcement learning (DRL)  formation control  leader–follower  
Self-backpropagation of synaptic modifications elevates the efficiency of spiking and artificial neural networks 期刊论文
SCIENCE ADVANCES, 2021, 卷号: 7, 期号: 43, 页码: 11
作者:  Zhang, Tielin;  Cheng, Xiang;  Jia, Shuncheng;  Poo, Mu-Ming;  Zeng, Yi;  Xu, Bo
收藏  |  浏览/下载：208/0  |  提交时间：2021/12/28
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：305/47  |  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  
Fixed-time adaptive observer-based time-varying formation control for multi-agent systems with directed topologies 期刊论文
NEUROCOMPUTING, 2021, 卷号: 463, 页码: 483-494
作者:  Xiong, Tianyi;  Gu, Zhou;  Yi, Jianqiang;  Pu, Zhiqiang
收藏  |  浏览/下载：189/0  |  提交时间：2021/11/04
Directed topologies  Formation control  Fixed-time observer  Multi-agent systems  
Extremely Lightweight Skeleton-Based Action Recognition With ShiftGCN plus 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 7333-7348
作者:  Cheng, Ke;  Zhang, Yifan;  He, Xiangyu;  Cheng, Jian;  Lu, Hanqing
Adobe PDF(3205Kb)  |  收藏  |  浏览/下载：266/14  |  提交时间：2021/11/03
Skeleton-based action recognition  graph convolutional network  lightweight network  shift network  
Multi-Agent Hierarchical Cognition Difference Policy for Multi-Agent Cooperation 期刊论文
Algorithms, 2021, 期号: 14, 页码: 98
作者:  Huimu Wang;  Zhen Liu;  Jianqiang Yi;  Zhiqiang Pu
Adobe PDF(1155Kb)  |  收藏  |  浏览/下载：244/49  |  提交时间：2021/06/24
multiagent system  deep reinforcement learning  variational autoencoder  attention mechanism  
一种针对德州扑克AI的对手建模与策略集成框架 期刊论文
自动化学报, 2021, 期号: 0, 页码: 0
作者:  张蒙;  李凯;  吴哲;  臧一凡;  徐航;  兴军亮
Adobe PDF(1354Kb)  |  收藏  |  浏览/下载：392/109  |  提交时间：2021/06/21
不完美信息博弈  德州扑克  演化学习  在线对手建模  种群策略集成  
Robust Adaptive Tracking Control for Hypersonic Vehicle Based on Interval Type-2 Fuzzy Logic System and Small-Gain Approach 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 卷号: 51, 期号: 5, 页码: 2504-2517
作者:  Tao, Xinlong;  Yi, Jianqiang;  Pu, Zhiqiang;  Xiong, Tianyi
收藏  |  浏览/下载：223/0  |  提交时间：2021/06/07
Adaptation models  Aerodynamics  Adaptive systems  Fuzzy logic  Atmospheric modeling  Control design  Vehicle dynamics  Adaptive control  hypersonic vehicle  interval type-2 fuzzy logic system (IT2-FLS)  robust control  small-gain approach  
PrGCN: Probability prediction with graph convolutional network for person re-identification 期刊论文
NEUROCOMPUTING, 2021, 卷号: 423, 页码: 57-70
作者:  Liu, Hongmin;  Xiao, Zhenzhen;  Fan, Bin;  Zeng, Hui;  Zhang, Yifan;  Jiang, Guoquan
收藏  |  浏览/下载：198/0  |  提交时间：2021/03/08
Person re-identification  Graph convolutional network  Link probability prediction  Similarity measurement