Integrating Reinforcement Learning with Multi-Agent Techniques for Adaptive Service Composition.
Hongbing WangXin ChenQin WuQi YuXingguo HuZibin ZhengAthman BouguettayaPublished in: ACM Trans. Auton. Adapt. Syst. (2017)
Keyphrases
- service composition
- reinforcement learning
- multi agent
- web service composition
- web services
- qos aware
- petri net
- web services composition
- goal driven
- service oriented
- ai planning
- service oriented computing
- service integration
- service selection
- adaptive learning
- composition of web services
- service discovery
- multi agent environments
- business requirements
- asynchronous communication
- discrete particle swarm optimization
- markov decision processes
- intelligent agents
- petri net model
- traffic signal control
- learning algorithm
- web service compositions
- semantic web service composition
- web service selection
- learning agents
- reinforcement learning algorithms
- service oriented architecture
- state space
- reinforcement learning agents
- end to end
- optimal policy
- learning process
- real time