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Parallel Reinforcement Learning: A Framework and Case Study

Teng Liu Bin Tian Yunfeng Ai Li Li Dongpu Cao Fei-Yue Wang

自动化学报（英文版）2018，Vol.5Issue(4)：827-835,9.

自动化学报（英文版）2018，Vol.5Issue(4)：827-835,9.DOI:10.1109/JAS.2018.7511144

Parallel Reinforcement Learning: A Framework and Case Study

Teng Liu ¹Bin Tian ²Yunfeng Ai ³Li Li ⁴Dongpu Cao ⁵Fei-Yue Wang⁶

作者信息

1. State Key Laboratory of Management and Control for Complex System, Institute of Automation, Chinese Academy of Sciences Beijing 100190, China
2. State Key Lab.of Management and Control for Complex System, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
3. Cloud Computing Center, Chinese Academy of Sciences, Dongguan 523808, China
4. School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100190, China
5. Department of Automation, Tsinghua University, Beijing 100190, China
6. Driver Cognition and Automated Driving Laboratory, University of Waterloo, Waterloo N2L 3G1, Canada
折叠

摘要

关键词

Deep learning/machine learning/parallel reinforcement learning/parallel system/predictive learning/transfer learning

Key words

Deep learning/machine learning/parallel reinforcement learning/parallel system/predictive learning/transfer learning

引用本文复制引用

Teng Liu,Bin Tian,Yunfeng Ai,Li Li,Dongpu Cao,Fei-Yue Wang..Parallel Reinforcement Learning: A Framework and Case Study[J].自动化学报（英文版）,2018,5(4):827-835,9.

基金项目

This work was supported in part by the National Natural Science Foundation of China (61503380) and the Natural Science Foundation of Guangdong Province,China (2015A030310187). （61503380）

自动化学报（英文版）

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