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| Deterministic Learning-Based Neural PID Control for Nonlinear Robotic Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1227-1238
作者: Qinchen Yang; Fukai Zhang; Cong Wang
 Adobe PDF(4415Kb) |  收藏 | 浏览/下载：5/2 | 提交时间：2024/04/10
Adaptive neural control (ANC) deterministic learning (DL) neural network (NN) robot manipulators |
| Computational Experiments for Complex Social Systems: Experiment Design and Generative Explanation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1022-1038
作者: Xiao Xue; Deyu Zhou; Xiangning Yu; Gang Wang; Juanjuan Li; Xia Xie; Lizhen Cui; Fei-Yue Wang
Adobe PDF(7239Kb) | 收藏 | 浏览/下载：18/4 | 提交时间：2024/03/18
Agent-based modeling computational experiments cyber-physical-social systems (CPSS) generative deduction generative experiments meta model |
| GPR: Grasp Pose Refinement Network for Cluttered Scenes 会议论文
, 中国西安, 2021-5-31
作者: Wei W(韦伟); Luo YK(罗永康); Li FY(李富裕); Xu GY(许广云); Zhong J(钟君); Li WY(黎万义); Wang P(王鹏)
Adobe PDF(4288Kb) | 收藏 | 浏览/下载：49/3 | 提交时间：2024/01/31 |
| UAV-Assisted Dynamic Avatar Task Migration for Vehicular Metaverse Services: A Multi-Agent Deep Reinforcement Learning Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 430-445
作者: Jiawen Kang; Junlong Chen; Minrui Xu; Zehui Xiong; Yutao Jiao; Luchao Han; Dusit Niyato; Yongju Tong; Shengli Xie
 Adobe PDF(6097Kb) | 收藏 | 浏览/下载：44/12 | 提交时间：2024/01/23
Avatar blockchain metaverses multi-agent deep reinforcement learning transformer UAVs |
| Reinforcement Learning in Process Industries: Review and Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300
作者: Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang
Adobe PDF(1275Kb) | 收藏 | 浏览/下载：33/12 | 提交时间：2024/01/23
Process control process systems engineering reinforcement learning |
| 类别增量学习研究进展和性能评价 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 3, 页码: 635−660
作者: 朱飞; 张煦尧; 刘成林
Adobe PDF(4601Kb) | 收藏 | 浏览/下载：214/112 | 提交时间：2023/09/12
增量学习 持续学习 灾难性遗忘 机器学习 深度学习 |
| A Data-Driven Rutting Depth Short-Time Prediction Model With Metaheuristic Optimization for Asphalt Pavements Based on RIOHTrack 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1918-1932
作者: Zhuoxuan Li; Iakov Korovin; Xinli Shi; Sergey Gorbachev; Nadezhda Gorbacheva; Wei Huang; Jinde Cao
Adobe PDF(3879Kb) | 收藏 | 浏览/下载：75/29 | 提交时间：2023/09/07
Extreme learning machine algorithm with residual correction (RELM), metaheuristic optimization oil-gas transportation RIOHTrack rutting depth |
| Second-Order Global Attention Networks for Graph Classification and Regression 会议论文
, Beijing, China, August 27-28, 2022
作者: Hu Fenyu; Cui Zeyu; Wu Shu; Liu Qiang; Wu Jinlin; Wang Liang; Tan Tieniu
Adobe PDF(69424Kb) | 收藏 | 浏览/下载：163/67 | 提交时间：2023/07/06 |
| Everybody’s Talkin’: Let Me Talk as You Want 期刊论文
IEEE Transactions on Information Forensics and Security, 2022, 卷号: 17, 期号: 1, 页码: 585 - 598
作者: 宋林森; 吴文岩; 钱晨; 赫然; Loy, Chen Change
Adobe PDF(15432Kb) | 收藏 | 浏览/下载：61/9 | 提交时间：2023/06/29
Talking face generation Video generation GAN Audio dubbing |
| Multi-Granularity Pruning for Model Acceleration on Mobile Devices 会议论文
, 线上, 2022-07
作者: Zhao TL(赵天理); Zhang X(张希); Zhu WT(朱文涛); Wang JX(王家兴); Yang S(杨森); Liu J(刘季); Cheng J(程健)
Adobe PDF(1919Kb) | 收藏 | 浏览/下载：80/34 | 提交时间：2023/06/21
Deep Neural Networks Network Pruning Structured Pruning Non-structured Pruning Single Instruction Multiple Data |
