Personalization for Web-based Services using Offline Reinforcement Learning.
Pavlos Athanasios ApostolopoulosZehui WangHanson WangChad ZhouKittipat VirochsiriNorm ZhouIgor L. MarkovPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- context aware
- web enabled
- function approximation
- state space
- service oriented
- personalized services
- personalized information
- service providers
- web services
- end users
- recommender systems
- user profiling
- learning algorithm
- machine learning
- mobile applications
- service composition
- user modeling
- user specific
- web environment
- reinforcement learning algorithms
- neural network
- model free
- dynamic programming
- real time
- agent technology
- service discovery
- location information
- service quality
- information services
- semantic web
- learning objects
- collaborative filtering
- learning process
- web based systems
- multi agent
- learner profiles