Integrating Reinforcement Learning with Multi-Agent Techniques for Adaptive Service Composition

2017 ◽  
Vol 12 (2) ◽  
pp. 1-42 ◽  
Author(s):  
Hongbign Wang ◽  
Xin Chen ◽  
Qin Wu ◽  
Qi Yu ◽  
Xingguo Hu ◽  
...  
Keyword(s):  
Reinforcement Learning ◽  
Service Composition ◽  
Multi Agent

A multi-agent reinforcement learning approach to dynamic service composition

2016 ◽  
Vol 363 ◽  
pp. 96-119 ◽  
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

Effective service composition using multi-agent reinforcement learning

2016 ◽  
Vol 92 ◽  
pp. 151-168 ◽  
Author(s):  
Hongbing Wang ◽  
Xiaojun Wang ◽  
Xingzhi Zhang ◽  
Qi Yu ◽  
Xingguo Hu
Keyword(s):  
Reinforcement Learning ◽  
Service Composition ◽  
Multi Agent ◽  
Effective Service

Multi-agent deep reinforcement learning with type-based hierarchical group communication

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Author(s):  
Hao Jiang ◽  
Dianxi Shi ◽  
Chao Xue ◽  
Yajie Wang ◽  
Gongju Wang ◽  
...  
Keyword(s):  
Reinforcement Learning ◽  
Group Communication ◽  
Multi Agent ◽  
Hierarchical Group
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