Adaptive and large-scale service composition based on deep reinforcement learning.
Hongbing WangMingzhu GuQi YuYong TaoJiajie LiHuanhuan FeiJia YanWei ZhaoTianjing HongPublished in: Knowl. Based Syst. (2019)
Keyphrases
- service composition
- reinforcement learning
- web service composition
- web services
- service oriented
- qos aware
- goal driven
- petri net
- service selection
- asynchronous communication
- service oriented computing
- service oriented architecture
- web services composition
- semantic modeling
- web service selection
- composition of web services
- service integration
- ai planning
- function approximation
- business requirements
- petri net model
- semantic web service composition
- web service compositions
- data mining
- state space
- discrete particle swarm optimization
- business process
- ws bpel
- learning algorithm