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| Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 18-36
作者: Ding Wang ; Ning Gao; Derong Liu; Jinna Li; Frank L. Lewis
 Adobe PDF(1945Kb) |  收藏 | 浏览/下载：242/180 | 提交时间：2024/01/02
Adaptive dynamic programming (ADP) advanced control complex environment data-driven control event-triggered design intelligent control neural networks nonlinear systems optimal control reinforcement learning (RL) |
| How Generative Adversarial Networks Promote the Development of Intelligent Transportation Systems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1781-1796
作者: Hongyi Lin; Yang Liu; Shen Li; Xiaobo Qu
Adobe PDF(1497Kb) | 收藏 | 浏览/下载：98/59 | 提交时间：2023/08/10
Autonomous driving generative adversarial network (GAN) intelligent transportation system (ITS) traffic anomaly inspection traffic flow |
| Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
作者: Uichin Lee; Gyuwon Jung; Eun-Yeol Ma; Jin San Kim; Heepyung Kim; Jumabek Alikhanov; Youngtae Noh; Heeyoung Kim
Adobe PDF(2887Kb) | 收藏 | 浏览/下载：473/334 | 提交时间：2023/01/03
Causal inference data-driven analytics framework digital therapeutics (DTx) mobile and wearable data technical and behavioral engagement |
| Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1612-1626
作者: Yixin Wang; Shuang Qiu; Dan Li; Changde Du; Bao-Liang Lu; Huiguang He
Adobe PDF(1908Kb) | 收藏 | 浏览/下载：248/55 | 提交时间：2022/08/19
Cycle-consistency domain adaptation electroencephalograph (EEG) multi modality variational autoencoder |
| Visuals to Text: A Comprehensive Review on Automatic Image Captioning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1339-1365
作者: Yue Ming; Nannan Hu; Chunxiao Fan; Fan Feng; Jiangwan Zhou; Hui Yu
 Adobe PDF(56128Kb) | 收藏 | 浏览/下载：150/21 | 提交时间：2022/08/01
Artificial intelligence attention mechanism encoder-decoder framework image captioning multi-modal understanding training strategies |
| Cyberbullying and Cyberviolence Detection: A Triangular User-Activity-Content View 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1384-1405
作者: Shuwen Wang; Xingquan Zhu; Weiping Ding; Amir Alipour Yengejeh
Adobe PDF(10999Kb) | 收藏 | 浏览/下载：142/15 | 提交时间：2022/08/01
Classification clustering cyberbullying natural language processing social network |
| SwinFusion: Cross-domain Long-range Learning for General Image Fusion via Swin Transformer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1200-1217
作者: Jiayi Ma; Linfeng Tang; Fan Fan; Jun Huang; Xiaoguang Mei; Yong Ma
Adobe PDF(22803Kb) | 收藏 | 浏览/下载：152/20 | 提交时间：2022/06/27 |
| Towards Collaborative Robotics in Top View Surveillance: A Framework for Multiple Object Tracking by Detection Using Deep Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1253-1270
作者: Imran Ahmed; Sadia Din; Gwanggil Jeon; Francesco Piccialli; Giancarlo Fortino
Adobe PDF(69436Kb) | 收藏 | 浏览/下载：139/16 | 提交时间：2021/06/11
Collaborative robotics deep learning object detection and tracking top view video surveillance |
| MU-GAN: Facial Attribute Editing Based on Multi-Attention Mechanism 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1614-1626
作者: Ke Zhang; Yukun Su; Xiwang Guo; Liang Qi; Zhenbing Zhao
Adobe PDF(13892Kb) | 收藏 | 浏览/下载：93/13 | 提交时间：2021/09/03
Attention U-Net connection encoder-decoder architecture facial attribute editing multi-attention mechanism |
| Deep Learning in Sheet Metal Bending With a Novel Theory-Guided Deep Neural Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 565-581
作者: Shiming Liu; Yifan Xia; Zhusheng Shi; Hui Yu; Zhiqiang Li; Jianguo Lin
Adobe PDF(6784Kb) | 收藏 | 浏览/下载：213/56 | 提交时间：2021/04/09
Data-driven deep learning deep learning deep neural network (DNN) intelligent manufacturing machine learning sheet metal forming springback theory-guided deep learning theory-guided regularization |
