Personalization for web-based services using offline reinforcement learning.
Pavlos Athanasios ApostolopoulosZehui WangHanson WangTenghyu XuChad ZhouKittipat VirochsiriNorm ZhouIgor L. MarkovPublished in: Mach. Learn. (2024)
Keyphrases
- reinforcement learning
- context aware
- web services
- personalized information
- service oriented
- service providers
- web enabled
- ubiquitous computing
- function approximation
- real time
- service composition
- web environment
- multi agent
- web based systems
- reinforcement learning algorithms
- user specific
- mobile applications
- optimal control
- transfer learning
- state space
- multimedia
- learning algorithm
- service quality
- location information
- temporal difference
- web applications
- website