Integrating POMDP and SARSA( \lambda λ ) for Service Composition with Incomplete Information.
Hongbing WangXingzhi ZhangQi YuPublished in: ICSOC (2016)
Keyphrases
- incomplete information
- service composition
- reinforcement learning
- web service composition
- web services
- service oriented
- petri net
- web services composition
- partial information
- service selection
- finite state
- dynamical systems
- autonomous agents
- query answering
- partially observable markov decision processes
- reinforcement learning algorithms
- composition of web services
- missing information
- service discovery
- function approximation
- first order logic
- service integration
- fixed point
- state space
- markov decision processes
- optimal policy
- composite web services
- composite services
- nash equilibria
- service oriented architecture
- service description
- repeated games
- supply chain
- single agent
- planning problems
- belief state
- web service compositions