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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：173/40  |  提交时间：2023/06/12
Dynamic-horizon model-based value estimation with latent imagination 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 页码: 1-14
作者:  Wang JJ(王俊杰);  Zhang QC(张启超);  Zhao DB(赵冬斌)
Adobe PDF(2305Kb)  |  收藏  |  浏览/下载：193/68  |  提交时间：2023/05/30
Latent world model  model-based value expansion (MVE)  reinforcement learning  reinforcement learning  
Reconstructing distant interactions of multiple paths between perceptible nodes in dark networks 期刊论文
Phys. Rev. E., 2022, 页码: 014302
作者:  X. Wang;  Y. Mi;  Z. Zhang;  Chen Y(陈阳);  G. Hu;  H. Li
Adobe PDF(1271Kb)  |  收藏  |  浏览/下载：122/54  |  提交时间：2023/05/04
Meta-Imitation Learning by Watching Video Demonstrations 会议论文
, 线上, 2022.4.25-2022.4.29
作者:  Li, Jiayi;  Lu, Tao;  Cao, Xiaoge;  Cai, Yinghao;  Wang, Shuo
Adobe PDF(8968Kb)  |  收藏  |  浏览/下载：243/61  |  提交时间：2022/06/14
Design and Experiments of a Novel Halbach-Cylinder-Based Magnetic Skin: A Preliminary Study 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 11
作者:  Gui, Mei-Jiang;  Zhou, Xiao-Hu;  Xie, Xiao-Liang;  Liu, Shi-Qi;  Li, Hao;  Xiang, Tian-Yu;  Wang, Jin-Li;  Hou, Zeng-Guang
Adobe PDF(3149Kb)  |  收藏  |  浏览/下载：284/4  |  提交时间：2022/06/06
Analytical magnetic calculation  deformation experiments  finite element simulation  Halbach cylinder  tactile perception  
Attention Enhanced Reinforcement Learning for Multi agent Cooperation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:  Pu, Zhiqiang;  Wang, Huimu;  Liu, Zhen;  Yi, Jianqiang;  Wu, Shiguang
Adobe PDF(2967Kb)  |  收藏  |  浏览/下载：362/56  |  提交时间：2022/06/06
Training  Reinforcement learning  Games  Scalability  Task analysis  Standards  Optimization  Attention mechanism  deep reinforcement learning (DRL)  graph convolutional networks  multi agent systems  
Toward a Novel Robotic Manta With Unique Pectoral Fins 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 卷号: 52, 期号: 3, 页码: 1663-1673
作者:  Meng, Yan;  Wu, Zhengxing;  Dong, Huijie;  Wang, Jian;  Yu, Junzhi
Adobe PDF(2092Kb)  |  收藏  |  浏览/下载：461/91  |  提交时间：2022/06/06
Dynamic model  pectoral fins  robotic manta  spatial maneuverability  underwater robotics  
MTLDesc: Looking Wider to Describe Better 会议论文
, Virtual, February 22-28, 2022
作者:  Changwei Wang;  Rongtao Xu;  Yuyang Zhang;  Shibiao Xu;  Weiliang Meng;  Xiaopeng Zhang
Adobe PDF(7473Kb)  |  收藏  |  浏览/下载：219/53  |  提交时间：2022/04/06
Deep reinforcement learning based multi-target coverage with connectivity guaranteed 期刊论文
IEEE Transactions on Industrial Informatics, 2022, 期号: 2022, 页码: 1-12
作者:  Shiguang Wu;  Zhiqiang Pu;  Tenghai Qiu;  Jianqiang Yi;  Tianle Zhang
Adobe PDF(15731Kb)  |  收藏  |  浏览/下载：292/35  |  提交时间：2022/04/02
Multi-target coverage  multi-robot system  connectivity maintenance  deep reinforcement learning  
Attention enhanced reinforcement learning for multi-agent cooperation 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 期号: 2022, 页码: 1-15
作者:  Zhiqiang Pu;  Huimu Wang;  Zhen Liu;  Jianqiang Yi;  Shiguang Wu
Adobe PDF(2967Kb)  |  收藏  |  浏览/下载：253/50  |  提交时间：2022/04/02
Attention mechanism  deep reinforcement learning (DRL)  graph convolutional networks  multi agent systems