Integrating Gaussian Process with Reinforcement Learning for Adaptive Service Composition.
Hongbing WangQin WuXin ChenQi YuPublished in: ICSOC (2015)
Keyphrases
- gaussian process
- service composition
- reinforcement learning
- web service composition
- gaussian processes
- service oriented
- web services
- gaussian process regression
- regression model
- petri net
- bayesian framework
- semi supervised
- latent variables
- gaussian process classification
- web services composition
- gaussian process models
- approximate inference
- model selection
- hyperparameters
- covariance function
- composition of web services
- service selection
- expectation propagation
- sparse approximations
- state space
- service discovery
- description language
- learning algorithm
- em algorithm
- web service compositions