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Network-Wide Traffic Signal Control Based on MARL With Hierarchical Nash-Stackelberg Game Model 期刊论文
IEEE ACCESS, 2023, 卷号: 11, 页码: 145085-145100
作者:  Shen, Hui;  Zhao, Hongxia;  Zhang, Zundong;  Yang, Xun;  Song, Yutong;  Liu, Xiaoming
收藏  |  浏览/下载：17/0  |  提交时间：2024/02/22
Games  Roads  Approximation algorithms  Q-learning  Multi-agent systems  Process control  Optimization  Reinforcement learning  Traffic control  Network-wide traffic signal control  hierarchical game model  multi-agent reinforcement learning  
Air Quality Measurement Based on Double-Channel Convolutional Neural Network Ensemble Learning 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 145067-145081
作者:  Wang, Zhenyu;  Zheng, Wei;  Song, Chunfeng;  Zhang, Zhaoxiang;  Lian, Jie;  Yue, Shaolong;  Ji, Senrong
收藏  |  浏览/下载：241/0  |  提交时间：2020/03/30
AQI measurement  deep learning  CNN  image recognition.  
SAS: Painting Detection and Recognition via Smart Art System With Mobile Devices 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 135563-135572
作者:  Wang, Zhenyu;  Lian, Jie;  Song, Chunfeng;  Zhang, Zhaoxiang;  Zheng, Wei;  Yue, Shaolong;  Ji, Senrong
收藏  |  浏览/下载：219/0  |  提交时间：2020/03/30
Mobile devices  deep learning  painting detection and recognition  
A Gradient-Based Reinforcement Learning Algorithm for Multiple Cooperative Agents 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 70223-70235
作者:  Zhang, Zhen;  Wang, Dongqing;  Zhao, Dongbin;  Han, Qiaoni;  Song, Tingting
收藏  |  浏览/下载：246/0  |  提交时间：2019/07/12
Multi-agent reinforcement learning  gradient ascent  Q-learning  cooperative tasks