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| A Review and Outlook on Predictive Cruise Control of Vehicles and Typical Applications Under Cloud Control System 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 614-639
作者: Bolin Gao; Keke Wan; Qien Chen; Zhou Wang; Rui Li ; Yu Jiang; Run Mei; Yinghui Luo; Keqiang Li
 Adobe PDF(12630Kb) |  收藏 | 浏览/下载：1/0 | 提交时间：2024/04/23
Predictive cruise control (PCC), cloud control system (CCS), cooperative control, efficient operation, intelligent connected vehicle |
| Brain-inspired Intelligent Robotics: Theoretical Analysis and Systematic Application 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 1-18
作者: Hong Qiao; Ya-Xiong Wu; Shan-Lin Zhong; Pei-Jie Yin; Jia-Hao Chen
 Adobe PDF(2207Kb) | 收藏 | 浏览/下载：5/0 | 提交时间：2024/04/23
Brain-inspired intelligent robot software and hardware decision making muscle control cognitive intelligence |
| Learning to Branch in Combinatorial Optimization With Graph Pointer Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 157-169
作者: Rui Wang; Zhiming Zhou; Kaiwen Li; Tao Zhang; Ling Wang; Xin Xu; Xiangke Liao
Adobe PDF(1841Kb) | 收藏 | 浏览/下载：222/152 | 提交时间：2024/01/02
Branch-and-bound (B&B) combinatorial optimization deep learning graph neural network imitation learning |
| 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：237/179 | 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) |
| 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：174/67 | 提交时间：2023/07/06 |
| Survey on AI and Machine Learning Techniques for Microgrid Energy Management Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1513-1529
作者: Aditya Joshi; Skieler Capezza; Ahmad Alhaji; Mo-Yuen Chow
Adobe PDF(4919Kb) | 收藏 | 浏览/下载：151/76 | 提交时间：2023/06/14
Consensus energy management system (EMS) reinforcement learning supervised learning |
| A novel iterative adaptive critic design for smart home energy systems with solar energy 会议论文
, 中国厦门, 2022年11月
作者: Liao ZH(廖泽华); Wei, Qinglai; Li, Hongyang
Adobe PDF(965Kb) | 收藏 | 浏览/下载：144/68 | 提交时间：2023/06/06 |
| Improving the Ability of Robots to Navigate Through Crowded Environments Safely using Deep Reinforcement Learning 会议论文
, 中国桂林, 2022-7-9
作者: Shan QF(单钦锋); Wang WJ(王伟杰); Guo DF(郭丁飞); Sun XR(孙向荣); Jia LH(贾立好)
Adobe PDF(494Kb) | 收藏 | 浏览/下载：100/29 | 提交时间：2023/06/05
Deep learning Mechatronics Navigation Reinforcement learning Cost function Real-time systems Trajectory |
| 面向建筑分布式能源系统的自学习优化控制方法研究 学位论文
, 2023
作者: 廖泽华
Adobe PDF(2764Kb) | 收藏 | 浏览/下载：107/9 | 提交时间：2023/06/05
建筑节能 自适应动态规划 最优控制 可再生能源 分布式能源管理 |
| A Data-Based Feedback Relearning Algorithm for Uncertain Nonlinear Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 5, 页码: 1288-1303
作者: Chaoxu Mu; Yong Zhang; Guangbin Cai; Ruijun Liu; Changyin Sun
Adobe PDF(4205Kb) | 收藏 | 浏览/下载：194/103 | 提交时间：2023/04/26
Data episodes experience replay neural networks reinforcement learning (RL) uncertain systems |
