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Optimal Elevator Group Control via Deep Asynchronous Actor-Critic Learning 期刊论文
Authors:  Wei, Qinglai;  Wang, Lingxiao;  Liu, Yu;  Polycarpou, Marios M.
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Elevators  Optimal control  Backpropagation  Machine learning  Neural networks  Learning (artificial intelligence)  Actor  –critic  adaptive dynamic programming  deep learning (DL)  elevator group control (EGC)  optimal control  reinforcement learning (RL)  
Exploring the Side Information Fusion Method with Spatial-temporal Model for Taxi Demand Prediction 会议论文
, 中国 厦门, 2020-7-24
Authors:  Jia Mou;  Yu Liu;  Dongchang Liu
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SideInfo-STNet  Spatial-temporal data  Taxi demand prediction  Deep learning  
Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding 会议论文
, New York, USA, Feb. 7-12, 2020
Authors:  Yuchen Liu;  Jiajun Zhang;  Hao Xiong;  Long Zhou;  Zhongjun He;  Hua Wu;  Haifeng Wang;  Chengqing Zong
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End-to-End Speech Translation with Knowledge Distillation 会议论文
, Graz,Austria, Sep. 15-19, 2019
Authors:  Yuchen Liu;  Hao Xiong;  Jiajun Zhang;  Zhongjun He;  Hua Wu;  Haifeng Wang;  Chengqing Zong
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A Comparable Study on Model Averaging, Ensembling and Reranking in NMT 会议论文
, Hohhot, China, August, 26-30, 2018
Authors:  Yuchen Liu;  Long Zhou;  Yining Wang;  Yang Zhao;  Jiajun Zhang;  Chengqing Zong
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A Joint Framework for Entity Discovery and Linking in Chinese Questions 会议论文
, 新加坡, 2017-12
Authors:  Ziqi Lin;  Wancheng Ni;  Haidong Zhang;  Yu Liu;  Yiping Yang
View  |  Adobe PDF(307Kb)  |  Favorite  |  View/Download:84/13  |  Submit date:2019/11/10
Entity Discovery  Entity Linking  Joint Method  Question Representation  Concept Knowledge Tree  
Semantic Reasoning of Question Answering Over Heroes of the Marshes Based on Concept Knowledge Tree 会议论文
, 杭州, 2017-12
Authors:  Ziqi Lin;  Wancheng Ni;  Haidong Zhang;  Meijing Zhao;  Yu Liu
View  |  Adobe PDF(344Kb)  |  Favorite  |  View/Download:76/16  |  Submit date:2019/11/10
Knowledge-based Question Answering  Semantic Reasoning  Concept Knowledge Tree  
Adaptive Dynamic Programming-Based Optimal Control Scheme for Energy Storage Systems With Solar Renewable Energy 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 卷号: 64, 期号: 7, 页码: 5468-5478
Authors:  Wei, Qinglai;  Shi, Guang;  Song, Ruizhuo;  Liu, Yu
View  |  Adobe PDF(3085Kb)  |  Favorite  |  View/Download:221/89  |  Submit date:2017/02/23
Adaptive Critic Designs  Adaptive Dynamic Programming (Adp)  Approximate Dynamic Programming  Energy Storage  Energy Storage System  Optimal Control  Solar Renewable Energy  
Mixed Iterative Adaptive Dynamic Programming for Optimal Battery Energy Control in Smart Residential Microgrids 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 卷号: 64, 期号: 5, 页码: 4110-4120
Authors:  Wei, Qinglai;  Liu, Derong;  Lewis, Frank L.;  Liu, Yu;  Zhang, Jie
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Adaptive Critic Designs  Adaptive Dynamic Programming (Adp)  Approximate Dynamic Programming  Mixed Iteration  Optimal Control  Policy Iteration  Smart Grid  Value Iteration  
Multibattery Optimal Coordination Control for Home Energy Management Systems via Distributed Iterative Adaptive Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 卷号: 62, 期号: 7, 页码: 4203-4214
Authors:  Wei, Qinglai;  Liu, Derong;  Shi, Guang;  Liu, Yu;  Derong Liu
View  |  Adobe PDF(2231Kb)  |  Favorite  |  View/Download:177/81  |  Submit date:2015/09/17
Adaptive Critic Designs  Adaptive Dynamic Programming (Adp)  Approximate Dynamic Programming  Distributed Optimal Control  Smart Grid  Smart Home