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CASIA OpenIR

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Enhancing Multi-agent Coordination via Dual-channel Consensus 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 349-368
作者:  Qingyang Zhang;  Kaishen Wang;  Jingqing Ruan;  Yiming Yang;  Dengpeng Xing;  Bo Xu
Adobe PDF(4997Kb)  |  收藏  |  浏览/下载：77/27  |  提交时间：2024/04/23
Multi-agent reinforcement learning, contrastive representation learning, consensus, multi-agent cooperation, cognitive consistency  
YuNet: A Tiny Millisecond-level Face Detector 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 656-665
作者:  Wei Wu;  Hanyang Peng;  Shiqi Yu
Adobe PDF(4720Kb)  |  收藏  |  浏览/下载：51/6  |  提交时间：2024/04/23
Face detection, object detection, computer version, lightweight, inference efficiency, anchor-free mechanism  
Offline Pre-trained Multi-agent Decision Transformer 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 233-248
作者:  Linghui Meng;  Muning Wen;  Chenyang Le;  Xiyun Li;  Dengpeng Xing;  Weinan Zhang;  Ying Wen;  Haifeng Zhang;  Jun Wang;  Yaodong Yang;  Bo Xu
Adobe PDF(2121Kb)  |  收藏  |  浏览/下载：62/15  |  提交时间：2024/04/23
Pre-training model  multi-agent reinforcement learning (MARL)  decision making  transformer  offline reinforcement learning  
Paradigm Shift in Natural Language Processing 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 169-183
作者:  Tian-Xiang Sun;  Xiang-Yang Liu;  Xi-Peng Qiu;  Xuan-Jing Huang
Adobe PDF(1449Kb)  |  收藏  |  浏览/下载：58/15  |  提交时间：2024/04/23
Face detection  global context  attention mechanism  computer vision  deep learning  
Design and Analysis of a Novel 2T2R Parallel Mechanism with the Closed-loop Limbs 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 654-666
作者:  Hai-Rong Fang;  Peng-Fei Liu;  Hui Yang;  Bing-Shan Jiang
Adobe PDF(2387Kb)  |  收藏  |  浏览/下载：230/73  |  提交时间：2021/07/20
2T2R parallel mechanism  close loop structure  high stiffness  kinematics analysis  workspace  
Evolutionary Computation for Large-scale Multi-objective Optimization: A Decade of Progresses 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 155-169
作者:  Wen-Jing Hong;  Peng Yang;  Ke Tang
Adobe PDF(946Kb)  |  收藏  |  浏览/下载：170/49  |  提交时间：2021/04/22
Large-scale multi-objective optimization  high-dimensional search space  evolutionary computation  evolutionary algorithms  scalability  
Integrated Observer-based Fixed-time Control with Backstepping Method for Exoskeleton Robot 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 71-82
作者:  Gao-Wei Zhang;  Peng Yang;  Jie Wang;  Jian-Jun Sun;  Yan Zhang
Adobe PDF(2132Kb)  |  收藏  |  浏览/下载：159/61  |  提交时间：2021/02/22
Upper-limb exoskeleton  sliding mode control (SMC)  fixed-time control  disturbance observe  backstepping.