Service Selection for Service-Oriented Architecture using Off-line Reinforcement Learning in Dynamic Environments.
Yuya KondoAhmed MoustafaPublished in: ICAART (1) (2022)
Keyphrases
- dynamic environments
- service selection
- service oriented architecture
- service oriented
- reinforcement learning
- service discovery
- service composition
- web services
- web service selection
- reinforcement learning algorithms
- reinforcement learning agents
- loosely coupled
- web service composition
- autonomous agents
- mobile robot
- semantic web services
- loose coupling
- changing environment
- path planning
- industrial automation
- business process
- service systems
- state space
- quality of service
- optimal policy
- web services composition
- potential field
- multi agent
- multi agent environments
- lightweight
- markov decision processes
- web applications
- composite services
- sensory information
- single agent
- dynamic programming
- transfer learning
- digital campus
- learning algorithm
- business applications
- orders of magnitude
- highly dynamic environments
- composite web services
- artifact centric