Personalized style recommendation via reinforcement learning.
Jiyun LuoKurchi Subhra HazraWenyu HuoRui LiAbhijit MahabalPublished in: WWW (Companion Volume) (2023)
Keyphrases
- reinforcement learning
- personalized recommendation
- personalized information
- user modeling
- personalized services
- recommender systems
- function approximation
- collaborative filtering
- news recommendation
- product recommendation
- recommendation systems
- web personalization
- adaptive learning
- information filtering
- temporal difference
- user profiles
- e learning
- personal preferences
- model free
- user interests
- state space
- recommendation algorithms
- reinforcement learning algorithms
- user oriented
- individual user
- user specific
- machine learning
- optimal control
- learning algorithm
- multi agent
- context aware
- user preferences
- optimal policy
- user model
- action selection
- function approximators
- web users
- social tags
- user profiling
- news articles
- action space
- learning agent
- reinforcement learning methods
- dynamic content
- information services
- user feedback
- online dating
- robotic control
- neural network
- contextual bandit