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Federated Learning on Multimodal Data: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 539-553
作者:  Yi-Ming Lin;   Yuan Gao;  Mao-Guo Gong;  Si-Jia Zhang;  Yuan-Qiao Zhang;  Zhi-Yuan Li
Adobe PDF(1253Kb)  |  收藏  |  浏览/下载：3/0  |  提交时间：2024/04/23
Federated learning, multimodal learning, heterogeneous data, edge computing, collaborative learning  
Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Humanmachine Hybrid Swarm Intelligence 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 121-144
作者:  Guo-Yin Wang;  Dong-Dong Cheng;  De-You Xia;  Hai-Huan Jiang
Adobe PDF(2487Kb)  |  收藏  |  浏览/下载：1/1  |  提交时间：2024/04/23
Swarm intelligence  single-population  multi-population  human-machine hybrid  multi-granularity  
ShadowPainter: Active Learning Enabled Robotic Painting through Visual Measurement and Reproduction of the Artistic Creation Process 期刊论文
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2022, 卷号: 105, 期号: 3, 页码: 17
作者:  Guo, Chao;  Bai, Tianxiang;  Wang, Xiao;  Zhang, Xiangyu;  Lu, Yue;  Dai, Xingyuan;  Wang, Fei-Yue
Adobe PDF(7718Kb)  |  收藏  |  浏览/下载：260/45  |  提交时间：2022/07/25
Painting reproduction  Robotic painting  Robotic system  Vision-based measurement  
Efficient Exploration for Multi-Agent Reinforcement Learning via Transferable Successor Features 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1673-1686
作者:  Wenzhang Liu;  Lu Dong;  Dan Niu;  Changyin Sun
Adobe PDF(5554Kb)  |  收藏  |  浏览/下载：135/60  |  提交时间：2022/08/19
Knowledge transfer  multi-agent systems  reinforcement learning  successor features  
Target Capturing in an Ellipsoidal Region for a Swarm of Double Integrator Agents 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 801-811
作者:  Antonio Bono;  Luigi D’Alfonso;  Giuseppe Fedele;  Veysel Gazi
Adobe PDF(3471Kb)  |  收藏  |  浏览/下载：168/52  |  提交时间：2022/04/24
Agents-based systems  cooperative control  swarms  target-capturing  
Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 205-234
作者:  Xin Liu;  Mingyu Yan;  Lei Deng;  Guoqi Li;  Xiaochun Ye;  Dongrui Fan
Adobe PDF(2300Kb)  |  收藏  |  浏览/下载：212/38  |  提交时间：2021/11/03
Efficient training  graph convolutional networks (GCNs)  graph neural networks (GNNs)  sampling method  
UNMAS: Multiagent Reinforcement Learning for Unshaped Cooperative Scenarios 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
作者:  Chai, Jiajun;  Li, Weifan;  Zhu, Yuanheng;  Zhao, Dongbin;  Ma, Zhe;  Sun, Kewu;  Ding, Jishiyu
Adobe PDF(3402Kb)  |  收藏  |  浏览/下载：226/24  |  提交时间：2022/01/27
Multi-agent systems  Training  Task analysis  Reinforcement learning  Sun  Learning systems  Semantics  Centralized training with decentralized execution (CTDE)  multiagent  reinforcement learning  StarCraft II  
A Novel Automatic Classification System Based on Hybrid Unsupervised and Supervised Machine Learning for Electrospun Nanofibers 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 64-76
作者:  Cosimo Ieracitano;  Annunziata Paviglianiti;  Maurizio Campolo;  Amir Hussain;  Eros Pasero;  Francesco Carlo Morabito
Adobe PDF(5488Kb)  |  收藏  |  浏览/下载：208/50  |  提交时间：2021/04/09
Anomaly detection  autoencoder (AE)  electrospinning  machine learning  material informatics  nanomaterials  
Evolutionary Computation in Social Propagation over Complex Networks: A Survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 503-520
作者:  Tian-Fang Zhao;  Wei-Neng Chen;  Xin-Xin Ma;  Xiao-Kun Wu
Adobe PDF(1283Kb)  |  收藏  |  浏览/下载：128/35  |  提交时间：2021/07/20
Evolutionary computation  complex network  propagation dynamics  social diffusion  evolution model  optimization algorithm  
"All-in-One" Nanoparticles for Trimodality Imaging-Guided Intracellular Photo-magnetic Hyperthermia Therapy under Intravenous Administration 期刊论文
ADVANCED FUNCTIONAL MATERIALS, 2018, 卷号: 28, 期号: 9
作者:  Yan, Hao;  Shang, Wenting;  Sun, Xiaodan;  Zhao, Lingyun;  Wang, Jingyun;  Xiong, Zhiyuan;  Yuan, Jie;  Zhang, Ranran;  Huang, Qianli;  Wang, Kun;  Li, Baohua;  Tian, Jie;  Kang, Feiyu;  Feng, Si-Shen
Adobe PDF(5365Kb)  |  收藏  |  浏览/下载：474/173  |  提交时间：2018/10/10
Breast Cancer  Hyperthermia  Molecular Imaging  Nanomedicine  Nanotheranostics