Exploring Deep Reinforcement Learning for Task Dispatching in Autonomous On-Demand Services.
Lei YangXi YuJiannong CaoXuxun LiuPan ZhouPublished in: ACM Trans. Knowl. Discov. Data (2021)
Keyphrases
- reinforcement learning
- autonomous learning
- scheduling problem
- ubiquitous computing
- service providers
- user centric
- web services
- cooperative
- service composition
- cloud computing
- optimal policy
- markov decision processes
- function approximation
- service quality
- robotic systems
- service oriented
- context aware
- machine learning
- production scheduling
- learning capabilities
- service discovery
- policy search
- service oriented architecture
- optimal control
- information services
- manufacturing systems
- mobile applications
- computing environments
- end users