Reinforcement Learning Architecture for Web Recommendations.
Nick GolovinErhard RahmPublished in: ITCC (1) (2004)
Keyphrases
- reinforcement learning
- website
- function approximation
- real time
- neural network
- learning algorithm
- software architecture
- recommendation systems
- web environment
- web documents
- semantic web
- web applications
- management system
- database
- machine learning
- collaborative filtering
- information sources
- browsing experience
- highly distributed
- web information retrieval
- markov decision processes
- web pages
- web content
- web scale
- web data
- learning capabilities
- providing personalized
- web users
- linked data
- web mining
- optimal policy
- user preferences
- state space
- search engine