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基于平行学习的混合智能调控方法与应用研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  李小双
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平行学习  混合智能调控  示教数据  模仿学习  深度强化学习  
Supervised assisted deep reinforcement learning for emergency voltage control of power systems 期刊论文
NEUROCOMPUTING, 2022, 卷号: 475, 页码: 69-79
Authors:  Li, Xiaoshuang;  Wang, Xiao;  Zheng, Xinhu;  Dai, Yuxin;  Yu, Zhihong;  Zhang, Jun Jason;  Bu, Guangquan;  Wang, Fei-Yue
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Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Emergency control  
SADRL: Merging human experience with machine intelligence via supervised assisted deep reinforcement learning 期刊论文
NEUROCOMPUTING, 2022, 卷号: 467, 页码: 300-309
Authors:  Li, Xiaoshuang;  Wang, Xiao;  Zheng, Xinhu;  Jin, Junchen;  Huang, Yanhao;  Zhang, Jun Jason;  Wang, Fei-Yue
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Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Double DQN  
基于动态示教数据和行为克隆的深度Q学习网络优化方法 专利
专利类型: 发明专利, 专利号: ZL202011338992.0, 申请日期: 2021-06-29,
Inventors:  李小双;  王晓;  王飞跃;  金峻臣;  陈薏竹
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Data Augmented Deep Behavioral Cloning for Urban Traffic Control Operations Under a Parallel Learning Framework 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 23, 期号: 6, 页码: 5128-5137
Authors:  Li, Xiaoshuang;  Ye, Peijun;  Jin, Junchen;  Zhu, Fenghua;  Wang, Fei-Yue
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Generative adversarial networks  Data models  Gallium nitride  Task analysis  Complex systems  Intelligent traffic signal operations  deep behavioral cloning  
元电网MetaGrid:基于平行电网的新一代智能电网的体系与架构 期刊论文
智能科学与技术学报, 2021, 卷号: 3, 期号: 4, 页码: 387-398
Authors:  李小双;  王晓;  杨林瑶;  田永林;  王雨桐;  张俊;  王飞跃
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Deep Behavioral Cloning for Traffic Control with Virtual Expert Demonstration Under a Parallel Learning Framework 会议论文
, 北京, 2020-12
Authors:  Li Xiaoshuang;  Zhu Fenghua;  Wang Fei-Yue
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Deep Imitation Learning for Traffic Signal Control and Operations Based on Graph Convolutional Neural Networks 会议论文
, Rhodes, Greece, 2020-9
Authors:  Li Xiaoshuang;  Guo Zhongzheng;  Dai Xingyuan;  Lin Yilun;  Jin Junchen;  Zhu Fenghua;  Wang Fei-Yue
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Short-term Bus Passenger Flow Forecast Based On Deep Learning 会议论文
, 济南, 2018-12-14
Authors:  Li Xiaoshuang;  Chen Ziyang;  Zhu Fenghua;  Chang Wei;  Tan Chang;  Xiong Gang
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