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A Deep Reinforcement Learning Approach for Large-Scale Service Composition
Lecture Notes in Computer Science - PRIMA 2018: Principles and Practice of Multi-Agent Systems
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10.1007/978-3-030-03098-8_18
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2018
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pp. 296-311
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Cited By ~ 2
Author(s):
Ahmed Moustafa
◽
Takayuki Ito
Keyword(s):
Reinforcement Learning
◽
Service Composition
◽
Large Scale
◽
Learning Approach
Download Full-text
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References
A DEEP REINFORCEMENT LEARNING APPROACH TO FLOCKING AND NAVIGATION OF UAVS IN LARGE-SCALE COMPLEX ENVIRONMENTS
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP)
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10.1109/globalsip.2018.8646428
◽
2018
◽
Cited By ~ 1
Author(s):
Chao Wang
◽
Jian Wang
◽
Xudong Zhang
Keyword(s):
Reinforcement Learning
◽
Large Scale
◽
Learning Approach
◽
Complex Environments
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A multi-agent reinforcement learning approach to dynamic service composition
Information Sciences
◽
10.1016/j.ins.2016.05.002
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2016
◽
Vol 363
◽
pp. 96-119
◽
Cited By ~ 23
Author(s):
Hongbing Wang
◽
Xiaojun Wang
◽
Xingguo Hu
◽
Xingzhi Zhang
◽
Mingzhu Gu
Keyword(s):
Reinforcement Learning
◽
Service Composition
◽
Learning Approach
◽
Dynamic Service Composition
◽
Multi Agent
Download Full-text
A Reinforcement Learning Approach to Intelligent Goal Coordination of Two-Level Large-Scale Control Systems
Advances in Reinforcement Learning
◽
10.5772/13999
◽
2011
◽
Cited By ~ 1
Author(s):
Nasser Sadati
◽
Guy A.
Keyword(s):
Reinforcement Learning
◽
Control Systems
◽
Large Scale
◽
Learning Approach
◽
Scale Control
Download Full-text
Engineering A Large-Scale Traffic Signal Control: A Multi-Agent Reinforcement Learning Approach
IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)
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10.1109/infocomwkshps51825.2021.9484451
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2021
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Author(s):
Yue Chen
◽
Changle Li
◽
Wenwei Yue
◽
Hehe Zhang
◽
Guoqiang Mao
Keyword(s):
Reinforcement Learning
◽
Large Scale
◽
Traffic Signal
◽
Signal Control
◽
Traffic Signal Control
◽
Learning Approach
◽
Multi Agent
Download Full-text
Large-Scale and Adaptive Service Composition Using Deep Reinforcement Learning
Service-Oriented Computing - Lecture Notes in Computer Science
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10.1007/978-3-319-69035-3_27
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2017
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pp. 383-391
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Cited By ~ 4
Author(s):
Hongbing Wang
◽
Mingzhu Gu
◽
Qi Yu
◽
Huanhuan Fei
◽
Jiajie Li
◽
...
Keyword(s):
Reinforcement Learning
◽
Service Composition
◽
Large Scale
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Autonomous Navigation of UAVs in Large-Scale Complex Environments: A Deep Reinforcement Learning Approach
IEEE Transactions on Vehicular Technology
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10.1109/tvt.2018.2890773
◽
2019
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Vol 68
(3)
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pp. 2124-2136
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Cited By ~ 35
Author(s):
Chao Wang
◽
Jian Wang
◽
Yuan Shen
◽
Xudong Zhang
Keyword(s):
Reinforcement Learning
◽
Autonomous Navigation
◽
Large Scale
◽
Learning Approach
◽
Complex Environments
Download Full-text
Adaptive and large-scale service composition based on deep reinforcement learning
Knowledge-Based Systems
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10.1016/j.knosys.2019.05.020
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2019
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Vol 180
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pp. 75-90
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Cited By ~ 9
Author(s):
Hongbing Wang
◽
Mingzhu Gu
◽
Qi Yu
◽
Yong Tao
◽
Jiajie Li
◽
...
Keyword(s):
Reinforcement Learning
◽
Service Composition
◽
Large Scale
Download Full-text
Large-scale and adaptive service composition based on deep reinforcement learning
Journal of Visual Communication and Image Representation
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10.1016/j.jvcir.2019.102687
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2019
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Vol 65
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pp. 102687
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Cited By ~ 2
Author(s):
Jiang-Wen Liu
◽
Li-Qiang Hu
◽
Zhao-Quan Cai
◽
Li-Ning Xing
◽
Xu Tan
Keyword(s):
Reinforcement Learning
◽
Service Composition
◽
Large Scale
Download Full-text
Automatic Hierarchical Reinforcement Learning for Efficient Large-Scale Service Composition
2016 IEEE International Conference on Web Services (ICWS)
◽
10.1109/icws.2016.17
◽
2016
◽
Cited By ~ 6
Author(s):
Hongbing Wang
◽
Guicheng Huang
◽
Qi Yu
Keyword(s):
Reinforcement Learning
◽
Service Composition
◽
Large Scale
◽
Hierarchical Reinforcement Learning
Download Full-text
A Scalable Web Service Composition Based on a Strategy Reused Reinforcement Learning Approach
2011 Eighth Web Information Systems and Applications Conference
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10.1109/wisa.2011.18
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2011
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Cited By ~ 3
Author(s):
Qing Liu
◽
Yulin Sun
◽
Shilong Zhang
Keyword(s):
Reinforcement Learning
◽
Web Service
◽
Service Composition
◽
Web Service Composition
◽
Learning Approach
Download Full-text
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