Integrating recurrent neural networks and reinforcement learning for dynamic service composition.
Hongbing WangJiajie LiQi YuTianjing HongJia YanWei ZhaoPublished in: Future Gener. Comput. Syst. (2020)
Keyphrases
- recurrent neural networks
- service composition
- reinforcement learning
- web service composition
- echo state networks
- web services
- feed forward
- recurrent networks
- neural network
- service oriented
- petri net
- goal driven
- qos aware
- reservoir computing
- web services composition
- composition of web services
- artificial neural networks
- ai planning
- service selection
- dynamic environments
- nonlinear dynamic systems
- feedforward neural networks
- artificial intelligence
- service integration
- learning algorithm
- petri net model
- asynchronous communication
- state space
- web service selection
- business requirements
- neural model
- service oriented architecture
- cascade correlation
- composite web services
- ws bpel