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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：219/65  |  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：224/106  |  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：249/83  |  提交时间：2022/06/16
Collaborative Optimization of Cyber Physical Social Systems for Urban Transportation Based on Knowledge Automation 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(616Kb)  |  收藏  |  浏览/下载：269/97  |  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：187/57  |  提交时间：2022/06/15
Agent-based modeling  exit choice  pedestrian crowd evacuation  random forest (RF)  staged evacuation  
BNAS: Efficient Neural Architecture Search Using Broad Scalable Architecture 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 期号: 0, 页码: 0
作者:  Ding ZX(丁子祥);  Yaran, Chen;  Nannan, Li;  Dingbin, Zhao;  Zhiquan, Sun;  C. L. Philip Chen
Adobe PDF(2713Kb)  |  收藏  |  浏览/下载：215/51  |  提交时间：2022/01/06
Broad convolutional neural network (BCNN), image classification, neural architecture search (NAS), reinforcement learning (RL)  
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：328/155  |  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  
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：154/52  |  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：156/63  |  提交时间：2021/03/11
Air combat  cubic B-spline interpolation  data fusion  reinforcement learning  
Fine-Grained Resource Provisioning and Task Scheduling for Heterogeneous Applications in Distributed Green Clouds 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1380-1393
作者:  Haitao Yuan;  MengChu Zhou;  Qing Liu;  Abdullah Abusorrah
浏览  |  Adobe PDF(3017Kb)  |  收藏  |  浏览/下载：195/66  |  提交时间：2021/03/11
Bees algorithm  data centers  distributed green cloud (DGC)  energy optimization  intelligent optimization  simulated annealing  task scheduling  machine learning