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| 时序知识建模与推理方法研究 学位论文
, 2023
Authors: 邵朋朋
 Adobe PDF(2403Kb) |  Favorite | View/Download：41/2 | Submit date：2023/06/30
时序知识图谱，Tucker 分解，相关性计算，伪孪生策略网络，演化学习，知识推理 |
| 基于神经架构搜索的视觉模型优化 学位论文
, 2023
Authors: 李楠楠
Adobe PDF(9398Kb) | Favorite | View/Download：43/1 | Submit date：2023/06/26
神经架构搜索 计算机视觉 卷积神经网络 张量环神经网络 视觉Transformer神经网络 演化算法 |
| MPC-based Motion Planning and Control Enables Smarter and Safer Autonomous Marine Vehicles: Perspectives and a Tutorial Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 8-24
Authors: Henglai Wei; Yang Shi
 Adobe PDF(10538Kb) | Favorite | View/Download：71/3 | Submit date：2023/01/03
Autonomous marine vehicles (AMVs) model predictive control (MPC) motion control motion planning |
| Kernel-Based State-Space Kriging for Predictive Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1263-1275
Authors: A. Daniel Carnerero; Daniel R. Ramirez; Daniel Limon; Teodoro Alamo
Adobe PDF(3997Kb) | Favorite | View/Download：25/4 | Submit date：2023/04/26
Data-driven methods model identification Kernel methods predictive control |
| A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1122-1136
Authors: Tianyu Wu; Shizhu He; Jingping Liu; Siqi Sun; Kang Liu; Qing-Long Han; Yang Tang
Adobe PDF(4650Kb) | Favorite | View/Download：41/17 | Submit date：2023/04/26
AIGC ChatGPT GPT-3 GPT-4 human feedback large language models |
| Cryptocurrency Transaction Network Embedding From Static and Dynamic Perspectives: An Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1105-1121
Authors: Yue Zhou; Xin Luo; MengChu Zhou
Adobe PDF(1723Kb) | Favorite | View/Download：56/34 | Submit date：2023/04/26
Big data analysis. cryptocurrency transaction network embedding (CTNE) dynamic network network embedding network representation static network |
| Proximal Alternating-Direction-Method-of- Multipliers-Incorporated Nonnegative Latent Factor Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1388-1406
Authors: Fanghui Bi; Xin Luo; Bo Shen; Hongli Dong; Zidong Wang
Adobe PDF(2741Kb) | Favorite | View/Download：24/6 | Submit date：2023/05/29
Data science high-dimensional and incomplete data knowledge acquisition industrial application nonnegative latent factor analysis (NLFA) proximal alternating direction method of multipliers representation learning |
| 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
Authors: Linghui Meng
Adobe PDF(4581Kb) | Favorite | View/Download：53/10 | Submit date：2023/04/03
Pre-training model multi-agent reinforcement learning (MARL) decision making transformer offline reinforcement
learning |
| Tensor Distribution Regression Based on the 3D Conventional Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1628-1630
Authors: Lin Chen; Xin Luo
Adobe PDF(769Kb) | Favorite | View/Download：12/1 | Submit date：2023/06/14 |
| Deep Learning-based Moving Object Segmentation: Recent Progress and Research Prospects 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 335-369
Authors: Rui Jiang
Adobe PDF(9061Kb) | Favorite | View/Download：30/10 | Submit date：2023/05/29
Moving object segmentation (MOS), change detection, background subtraction, deep learning (DL), video understanding |
