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Cyber-Physical-Social Systems for Smart City: An Implementation Based on Intelligent Loop 会议论文
, 北京, 2020-12-5
作者:  Xiong, Gang;  Chen, Xiaoyu;  Shuo, Nan;  Lv, Yisheng;  Zhu, Fenghua;  Qu, Tianci;  Ye, Peijun
Adobe PDF(457Kb)  |  收藏  |  浏览/下载：195/56  |  提交时间：2022/06/16
Deep Behavioral Cloning for Traffic Control with Virtual Expert Demonstration Under a Parallel Learning Framework 会议论文
, 北京, 2020-12
作者:  Li Xiaoshuang;  Zhu Fenghua;  Wang Fei-Yue
Adobe PDF(770Kb)  |  收藏  |  浏览/下载：185/77  |  提交时间：2022/06/16
Deep Imitation Learning for Traffic Signal Control and Operations Based on Graph Convolutional Neural Networks 会议论文
, Rhodes, Greece, 2020-9
作者:  Li Xiaoshuang;  Guo Zhongzheng;  Dai Xingyuan;  Lin Yilun;  Jin Junchen;  Zhu Fenghua;  Wang Fei-Yue
Adobe PDF(314Kb)  |  收藏  |  浏览/下载：226/77  |  提交时间：2022/06/16
Pedestrian Choice Modeling and Simulation of Staged Evacuation Strategies in Daya Bay Nuclear Power Plant 期刊论文
EEE Transactions on Computational Social Systems, 2020, 卷号: 7, 期号: 3, 页码: 686-695
作者:  Yang, Linyao;  Wang, Xiao;  Zhang, Jun Jason;  Zhou, Min;  Wang, Fei-Yue
Adobe PDF(2409Kb)  |  收藏  |  浏览/下载：163/51  |  提交时间：2022/06/15
Agent-based modeling  exit choice  pedestrian crowd evacuation  random forest (RF)  staged evacuation  
基于深度强化学习的单路口交通信号控制 期刊论文
交通工程, 2020, 卷号: 20, 期号: 2, 页码: 54-59
作者:  刘皓;  吕宜生
Adobe PDF(3074Kb)  |  收藏  |  浏览/下载：271/120  |  提交时间：2021/07/02
深度强化学习  深度Q网络  交通信号控制  智能交通系统  
An Improved Torque Sensorless Speed Control Method for Electric Assisted Bicycle With Consideration of Coordinate Conversion 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1575-1584
作者:  Tinghua Li;  Qinghua Yang;  Xiaowei Tu;  Bin Ren
浏览  |  Adobe PDF(3347Kb)  |  收藏  |  浏览/下载：125/57  |  提交时间：2021/03/11
Coordinate conversion  disturbance observer  electric assisted power  inertial measurement unit  speed control  
Four Wheel Independent Drive Electric Vehicle Lateral Stability Control Strategy 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1542-1554
作者:  Yantao Tian;  Xuanhao Cao;  Xiaoyu Wang;  Yanbo Zhao
浏览  |  Adobe PDF(4214Kb)  |  收藏  |  浏览/下载：160/50  |  提交时间：2021/03/11
Four wheel drive electric vehicle  least square method  moment distribution  sliding mode controller  stability control  
Group Multi-Role Assignment With Conflicting Roles and Agents 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1498-1510
作者:  Haibin Zhu
浏览  |  Adobe PDF(984Kb)  |  收藏  |  浏览/下载：137/45  |  提交时间：2021/03/11
Agents  environments-classes, agents, roles, groups, and objects (E-CARGO) model  group multi-role assignment (GMRA)  group role assignment with constraints (GRA+)  roles  role-based collaboration (RBC)  
Reinforcement Learning Based Data Fusion Method for Multi-Sensors 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1489-1497
作者:  Tongle Zhou;  Mou Chen;  Jie Zou
浏览  |  Adobe PDF(5836Kb)  |  收藏  |  浏览/下载：133/56  |  提交时间：2021/03/11
Air combat  cubic B-spline interpolation  data fusion  reinforcement learning  
Variational Inference Based Kernel Dynamic Bayesian Networks for Construction of Prediction Intervals for Industrial Time Series With Incomplete Input 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1429-1437
作者:  Long Chen;  Linqing Wang;  Zhongyang Han;  Jun Zhao;  Wei Wang
浏览  |  Adobe PDF(1543Kb)  |  收藏  |  浏览/下载：154/40  |  提交时间：2021/03/11
Industrial time series  kernel dynamic Bayesian networks (KDBN)  prediction intervals (PIs)  variational inference