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Learning Robust Communication by Adversarial Training in Networked System Control 期刊论文
Lecture Notes in Electrical Engineering, 2024, 页码: Chapter 52 978-981-97-3335-4
作者:  Runji, Lin;  Haifeng, Zhang
Adobe PDF(8334Kb)  |  收藏  |  浏览/下载：9/1  |  提交时间：2024/06/11
Networked System Control  Robustness  Communicative Multi-Agent Reinforcement Learning  
Learn to flap: foil non-parametric path planning via deep reinforcement learning 期刊论文
Journal of Fluid Mechanics, 2024, 卷号: 984, 页码: A9
作者:  Wang, Zhipeng;  Lin, Runji;  Zhao, Zhiyu;  Chen, Xu;  Guo, Pengming;  Yang, Ning;  Wang,Zhicheng;  Fan, Dixia
Adobe PDF(1892Kb)  |  收藏  |  浏览/下载：19/2  |  提交时间：2024/06/07
Nonlinear Filtering With Sample-Based Approximation Under Constrained Communication: Progress, Insights and Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1539-1556
作者:  Weihao Song;  Zidong Wang;  Zhongkui Li;  Jianan Wang;  Qing-Long Han
Adobe PDF(1858Kb)  |  收藏  |  浏览/下载：7/2  |  提交时间：2024/06/07
Communication constraints  maximum correntropy filter  networked nonlinear filtering  particle filter  sample-based approximation  unscented Kalman filter  
Deep Reinforcement Learning-Based Driving Policy at Intersections Utilizing Lane Graph Networks 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2024, 页码: 1 - 16
作者:  Liu, Yuqi;  Zhang, Qichao;  Gao, Yinfeng;  Zhao, Dongbin
Adobe PDF(22863Kb)  |  收藏  |  浏览/下载：7/2  |  提交时间：2024/06/03
Reinforcement Learning  Autonomous Driving  Intersection Navigating  
Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, its Applications, and Future Research Trajectories 期刊论文
IEEE Communications Surveys and Tutorials, 2024, 页码: 50
作者:  Yang,Ning;  Chen,Shuo;  Zhang,Haijun;  Berry,Randall
Adobe PDF(1694Kb)  |  收藏  |  浏览/下载：24/0  |  提交时间：2024/06/01
Reinforcement learning, mobile edge computing, offloading scheduling, content caching, and communication  
Learning Causal Dynamics Models in Object-Oriented Environments 会议论文
Proceedings of the 41st International Conference on Machine Learning, 奥地利, 维也纳, 2024-07-21
作者:  Yu ZY(余忠蔚);  Ruan JQ(阮景晴);  Xing DP(邢登鹏)
Adobe PDF(2176Kb)  |  收藏  |  浏览/下载：9/1  |  提交时间：2024/05/28
强化学习  因果模型  
Graph-guided deep hashing networks for similar patient retrieval 期刊论文
Computers in Biology and Medicine, 2024, 卷号: 169, 页码: 107865
作者:  Gu, Yifan;  Yang, Xuebing;  Sun, Mengxuan;  Wang, Chutong;  Yang, Hongyu;  Yang, Chao;  Wang, Jinwei;  Kong, Guilan;  Lv, Jicheng;  Zhang, Wensheng
Adobe PDF(1325Kb)  |  收藏  |  浏览/下载：13/3  |  提交时间：2024/05/28
Similar patient retrieval  Deep hashing  Graph neural networks  Patient representation learning  Electronic health records  
Overhead-free Noise-tolerant Federated Learning: A New Baseline 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 526-537
作者:  Shiyi Lin;  Deming Zhai;  Feilong Zhang;  Junjun Jiang;  Xianming Liu;  Xiangyang Ji
Adobe PDF(1816Kb)  |  收藏  |  浏览/下载：22/7  |  提交时间：2024/05/23
Federated learning, noise-label learning, privacy-preserving machine learning, edge intelligence, distributed machine learning  
A Two-layer Encoding Learning Swarm Optimizer based on Frequent Itemsets for Sparse Large-scale Multi-objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1342-1357
作者:  Sheng Qi;  Rui Wang;  Tao Zhang;  Xu Yang;  Ruiqing Sun;  Ling Wang
Adobe PDF(3038Kb)  |  收藏  |  浏览/下载：24/7  |  提交时间：2024/05/22
Evolutionary algorithms  learning swarm optimization  sparse large-scale optimization  sparse large-scale multi-objective problems  two-layer encoding  
Comprehensive Relation Modelling for Image Paragraph Generation 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 369-382
作者:  Xianglu Zhu;  Zhang Zhang;  Wei Wang;  Zilei Wang
Adobe PDF(1963Kb)  |  收藏  |  浏览/下载：32/15  |  提交时间：2024/04/23
Image paragraph generation, visual relationship, scene graph, graph convolutional network (GCN), long short-term memory