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| Safe Efficient Policy Optimization Algorithm for Unsignalized Intersection Navigation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 2011-2026
作者: Xiaolong Chen ; Biao Xu; Manjiang Hu; Yougang Bian; Yang Li; Xin Xu
 Adobe PDF(5707Kb) |  收藏 | 浏览/下载：10/1 | 提交时间：2024/08/09
Autonomous driving decision-making reinforcement learning (RL) unsignalized intersection |
| Regional Multi-Agent Cooperative Reinforcement Learning for City-Level Traffic Grid Signal Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1987-1998
作者: Yisha Li; Ya Zhang; Xinde Li; Changyin Sun
Adobe PDF(4383Kb) | 收藏 | 浏览/下载：7/1 | 提交时间：2024/08/09
Human-machine cooperation mixed domain attention mechanism multi-agent reinforcement learning spatio-temporal feature traffic signal control |
| Cognitive Navigation for Intelligent Mobile Robots: A Learning-Based Approach With Topological Memory Configuration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1933-1943
作者: Qiming Liu; Xinru Cui; Zhe Liu; Hesheng Wang
Adobe PDF(10608Kb) | 收藏 | 浏览/下载：3/2 | 提交时间：2024/08/09
Graph neural networks (GNNs) spatial memory topological map visual navigation |
| MGML: Momentum Group Meta-Learning for Few-Shot Image Classification 期刊论文
Neurocomputing, 2022, 页码: 351-361
作者: Zhu XM(朱晓萌); Li SX(李书晓)
Adobe PDF(1801Kb) | 收藏 | 浏览/下载：45/10 | 提交时间：2024/07/30
Few-shot learning Meta-learning Ensemble model Adaptive momentum update rule |
| ReChoreoNet: Repertoire-based Dance Re-choreography with Music-conditioned Temporal and Style Clues 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 771-781
作者: Ho Yin Au; Jie Chen; Junkun Jiang; Yike Guo
Adobe PDF(2161Kb) | 收藏 | 浏览/下载：24/7 | 提交时间：2024/07/18
Generative model cross-modality learning normalizing flow tempo synchronization style transfer |
| Rethinking Global Context in Crowd Counting 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 640-651
作者: Guolei Sun; Yun Liu; Thomas Probst; Danda Pani Paudel; Nikola Popovic; Luc Van Gool
Adobe PDF(2388Kb) | 收藏 | 浏览/下载：24/9 | 提交时间：2024/07/18
Crowd counting vision transformer global context attention density map |
| A Deep Residual PLS for Data-Driven Quality Prediction Modeling in Industrial Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1777-1785
作者: Xiaofeng Yuan; Weiwei Xu; Yalin Wang; Chunhua Yang; Weihua Gui
Adobe PDF(1400Kb) | 收藏 | 浏览/下载：26/11 | 提交时间：2024/07/16
Deep residual partial least squares (DRPLS) nonlinear function quality prediction soft sensor |
| NExT-OOD: Overcoming Dual Multiple-Choice VQA Biases 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 页码: 1913-1931
作者: Zhang Xi(张熙); Feifei Zhang; Changsheng Xu
Adobe PDF(4719Kb) | 收藏 | 浏览/下载：42/10 | 提交时间：2024/07/08 |
| CGNN: A Compatibility-aware Graph Neural Network for Social Media Bot Detection 期刊论文
IEEE Transactions on Computational Social System, 2024, 页码: Early Access
作者: Huang, Haitao; Tian, Hu; Zheng, Xiaolong; Zhang, Xingwei; Zeng, Dajun; Wang, Feiyue
Adobe PDF(2267Kb) | 收藏 | 浏览/下载：36/14 | 提交时间：2024/07/08
graph neural network heterogeneous compatibility social media bot detection |
| Learning State-Specific Action Masks for Reinforcement Learning 期刊论文
Algorithms, 2024, 卷号: 17, 期号: 2, 页码: 60
作者: Wang ZY(王梓薏); Li XR(李欣然); Sun LY(孙罗洋); Zhang HF(张海峰); Liu HL(刘华林); Jun Wang
Adobe PDF(2976Kb) | 收藏 | 浏览/下载：54/24 | 提交时间：2024/07/05
reinforcement learning exploration efficiency space reduction |
