Optimal resource allocation using reinforcement learning for IoT content-centric services.
Keke GaiMeikang QiuPublished in: Appl. Soft Comput. (2018)
Keyphrases
- reinforcement learning
- optimal resource allocation
- resource allocation
- user centric
- location information
- service oriented
- function approximation
- service providers
- metadata
- context aware
- content management
- web services
- machine learning
- temporal difference
- digital objects
- multimedia content
- multimedia
- content providers
- media content
- multi agent
- learning process
- management system
- end users
- state space
- mobile internet
- location aware
- smart objects
- reinforcement learning algorithms
- digital content
- service discovery
- web content
- ubiquitous computing
- geospatial information
- information services
- sensor web
- cloud computing
- learning algorithm