Reinforcement learning based recommender systems: A survey.
Mohammad Mehdi AfsarTrafford CrumpBehrouz H. FarPublished in: CoRR (2021)
Keyphrases
- recommender systems
- reinforcement learning
- collaborative filtering
- matrix factorization
- information filtering
- reinforcement learning algorithms
- function approximation
- temporal difference learning
- temporal difference
- model free
- user modeling
- cold start problem
- learning algorithm
- information overload
- cold start
- user preferences
- user model
- user ratings
- state space
- learning process
- action selection
- user profiling
- genetic algorithm
- robotic control
- learning classifier systems
- user interests
- transfer learning
- optimal policy
- user profiles
- dynamic programming
- machine learning
- personalized recommendation
- implicit feedback
- multi agent
- multi agent reinforcement learning
- transition model
- recommendation quality
- trust aware
- item based collaborative filtering