A Reinforcement Learning Approach for Personalized Diversity in Feeds Recommendation.
Li HeKangqi LuoZhuoye DingHang ShaoBing BaiPublished in: CICAI (2) (2023)
Keyphrases
- reinforcement learning
- personalized recommendation
- personalized information
- user modeling
- personalized services
- recommender systems
- collaborative filtering
- product recommendation
- news recommendation
- function approximation
- web personalization
- personal preferences
- information filtering
- recommendation systems
- state space
- learning algorithm
- e learning
- user profiles
- user profiling
- individual user
- context aware
- action selection
- multi agent
- information services
- user context
- adaptive learning
- temporal difference
- model free
- user preferences
- web users
- user interests
- machine learning
- reinforcement learning algorithms
- user feedback
- temporal difference learning
- neural network
- transfer learning
- social tags
- personalized search
- latent factor models
- policy search
- website
- user oriented