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CASIA OpenIR

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Path Planning for Intelligent Robots Based on Deep Q-learning With Experience Replay and Heuristic Knowledge 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1179-1189
作者:  Lan Jiang;  Hongyun Huang;  Zuohua Ding
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Deep Q-learning (DQL)  experience replay (ER)  heuristic knowledge (HK)  path planning  
AI-Based Modeling and Data-Driven Evaluation for Smart Manufacturing Processes 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1026-1037
作者:  Mohammadhossein Ghahramani;  Yan Qiao;  MengChu Zhou;  Adrian O’Hagan;  James Sweeney
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Artificial intelligence (AI)  cyber physical systems  feature selection  genetic algorithms (GA)  industrial internet of things (IIOT)  machine learning  neural network (NN)  smart manufacturing  
Scheduling Dual-Arm Cluster Tools With Multiple Wafer Types and Residency Time Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 776-789
作者:  Jipeng Wang;  Hesuan Hu;  Chunrong Pan;  Yuan Zhou;  Liang Li
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Cluster tools  multiple wafer types  scheduling  semiconductor manufacturing  wafer fabrication  
Scalable Distributed Sensor Fault Diagnosis for Smart Buildings 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 638-655
作者:  Panayiotis M. Papadopoulos;  Vasso Reppa;  Marios M. Polycarpou;  Christos G. Panayiotou
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Building automation  fault diagnosis  fault location  smart homes  
Post-Processing Time-Aware Optimal Scheduling of Single Robotic Cluster Tools 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 597-605
作者:  QingHua Zhu;  Yan Qiao;  NaiQi Wu;  Yan Hou
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Cluster tool  discrete event systems  optimization  robotic systems  scheduling  
BAS-ADAM: An ADAM Based Approach to Improve the Performance of Beetle Antennae Search Optimizer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 461-471
作者:  Ameer Hamza Khan;  Xinwei Cao;  Shuai Li;  Vasilios N. Katsikis;  Liefa Liao
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Adaptive moment estimation (ADAM)  Beetle antennae search (BAM)  gradient estimation  metaheuristic optimization  nature-inspired algorithms  neural network  
Big Data Analytics in Telecommunications: Literature Review and Architecture Recommendations 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 18-38
作者:  Hira Zahid;  Tariq Mahmood;  Ahsan Morshed;  Timos Sellis
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Big data analytics  BDA pipeline  BDA technology stack  lambda architecture  python  systematic literature review  telecommunications