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Joint caching and transmission in the mobile edge network: An multi-agent learning approach 会议论文
, Madrid, Spain, 2021-12-7
作者:  Mi,Qirui;  Yang,Ning;  Zhang,Haifeng;  Zhang,Haijun;  Wang,Jun
Adobe PDF(1724Kb)  |  收藏  |  浏览/下载：43/11  |  提交时间：2024/06/05
MMD-MIX: Value Function Factorisation with Maximum Mean Discrepancy for Cooperative Multi-Agent Reinforcement Learning 会议论文
, Shenzhen, China, 18-22 July 2021
作者:  Zhiwei Xu;  Dapeng Li;  Yunpeng Bai;  Guoliang Fan
Adobe PDF(3892Kb)  |  收藏  |  浏览/下载：22/11  |  提交时间：2024/05/28
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：162/69  |  提交时间：2023/06/12
Semantic Perception Swarm Policy with Deep Reinforcement Learning 会议论文
, Online, 05 December 2021
作者:  Zhang TL(张天乐);  Liu Z(刘振);  Pu ZQ(蒲志强);  Yi JQ(易建强)
Adobe PDF(523Kb)  |  收藏  |  浏览/下载：139/55  |  提交时间：2023/06/12
Marine autonomous navigation for biomimetic underwater robots based on deep stereo attention network 会议论文
, Prague, Czech Republic, 2021年9月27日-2021年10月1日
作者:  Yan, Shuaizheng;  Wu, Zhengxing;  Wang, Jian;  Tan, Min;  Yu, Junzhi
Adobe PDF(4783Kb)  |  收藏  |  浏览/下载：179/66  |  提交时间：2023/06/12
Autonomous underwater vehicles  Visualization  Navigation  Biological system modeling  Real-time systems  
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：274/80  |  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：297/50  |  提交时间：2022/04/06
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：265/86  |  提交时间：2022/04/02
Collision avoidance  deep reinforcement learning (DRL)  formation control  leader–follower  
GPENs: Graph Data Learning With Graph Propagation-Embedding Networks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 14
作者:  Jiang, Bo;  Wang, Leiling;  Cheng, Jian;  Tang, Jin;  Luo, Bin
收藏  |  浏览/下载：214/0  |  提交时间：2022/01/27
Task analysis  Computer architecture  Semisupervised learning  Deep learning  Laplace equations  Data models  Labeling  Graph embedding  graph neural networks (GNNs)  graph propagation  semi-supervised learning  
Distributed Dynamic Event-Triggered Control for Euler-Lagrange Multiagent Systems With Parametric Uncertainties 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 13
作者:  Cao, Ran;  Cheng, Long
Adobe PDF(1843Kb)  |  收藏  |  浏览/下载：306/45  |  提交时间：2022/01/27
Vehicle dynamics  Nonlinear dynamical systems  Symmetric matrices  Laplace equations  Heuristic algorithms  Directed graphs  Robot sensing systems  Consensus  containment  dynamic event-triggered control  Euler-Lagrange system  multiagent systems (MASs)