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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：176/54  |  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：202/48  |  提交时间：2022/01/06
Broad convolutional neural network (BCNN), image classification, neural architecture search (NAS), reinforcement learning (RL)  
Revisiting Parameter Sharing for Automatic Neural Channel Number Search 会议论文
, Online, 2020.12.06-2020.12.12
作者:  Wang JX(王家兴);  Bo HL(柏昊立);  Wu JX(吴家祥);  Shi XP(史旭鹏);  Huang JZ(黄俊洲);  Michael Lyu;  Irwin King;  Cheng J(程健)
Adobe PDF(2004Kb)  |  收藏  |  浏览/下载：210/46  |  提交时间：2021/06/16
Neural Architecture Search  Model Compression  Parameter Sharing  
Progressive Relation Learning for Group Activity Recognition 会议论文
, ELECTR NETWORK, JUN 14-19, 2020
作者:  Guyue, Hu;  Bo, Cui;  Yuan, He;  Shan, Yu
Adobe PDF(1706Kb)  |  收藏  |  浏览/下载：194/52  |  提交时间：2021/05/28
Simulation and Field Testing of Multiple Vehicles Collision Avoidance Algorithms 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1045-1063
作者:  Chaoyue Zu;  Chao Yang;  Jian Wang;  Wenbin Gao;  Dongpu Cao;  Fei-Yue Wang
浏览  |  Adobe PDF(40115Kb)  |  收藏  |  浏览/下载：208/59  |  提交时间：2021/03/11
Collision avoidance  intelligent vehicles  inter-vehicle communication  simulation  testing  trajectory planning  
Concrete Defects Inspection and 3D Mapping Using CityFlyer Quadrotor Robot 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 991-1002
作者:  Liang Yang;  Bing Li;  Wei Li;  Howard Brand;  Biao Jiang;  Jizhong Xiao
浏览  |  Adobe PDF(59427Kb)  |  收藏  |  浏览/下载：154/33  |  提交时间：2021/03/11
3D reconstruction  concrete inspection  deep neural network  quadrotor flying robot  visual-inertial fusion  
A Spatial-Temporal Attention Model forHuman Trajectory Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 965-974
作者:  Xiaodong Zhao;  Yaran Chen;  Jin Guo;  Dongbin Zhao
浏览  |  Adobe PDF(42191Kb)  |  收藏  |  浏览/下载：139/31  |  提交时间：2021/03/11
Attention mechanism  long-short term memory (LSTM)  spatial-temporal model  trajectory prediction  
Artificial Intelligence Applications in the Development of Autonomous Vehicles: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 315-329
作者:  Yifang Ma;  Zhenyu Wang;  Hong Yang;  Lin Yang
浏览  |  Adobe PDF(2175Kb)  |  收藏  |  浏览/下载：164/46  |  提交时间：2021/03/11
Artificial intelligence (AI)  autonomous vehicles (AVs)  deep learning (DL)  motion planning  perception  self-driving  
Deep Imitation Learning for Autonomous Vehicles Based on Convolutional Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 82-95
作者:  Parham M. Kebria;  Abbas Khosravi;  Syed Moshfeq Salaken;  Saeid Nahavandi
浏览  |  Adobe PDF(7717Kb)  |  收藏  |  浏览/下载：152/43  |  提交时间：2021/03/11
Autonomous vehicles  convolutional neural networks  deep learning  imitation learning  
HDec-POSMDPs MRS Exploration and Fire Searching Based on IoT Cloud Robotics 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 3, 页码: 364-377
作者:  Ayman El Shenawy;  Khalil Mohamed1, Hany Harb
浏览  |  Adobe PDF(1792Kb)  |  收藏  |  浏览/下载：183/57  |  提交时间：2021/02/22
Multi-robot systems  hybrid decentralized partially observable semi-Markov decision process (HDec-POSMDPs)  multi-robot systems (MRS) exploration and fire searching  cloud robotics  cloud computing.