A Survey on Reinforcement Learning and Deep Reinforcement Learning for Recommender Systems.
Mehrdad RezaeiNasseh TabriziPublished in: DeLTA (2023)
Keyphrases
- reinforcement learning
- recommender systems
- function approximation
- state space
- model free
- reinforcement learning algorithms
- markov decision processes
- robotic control
- temporal difference
- data sets
- machine learning
- optimal control
- optimal policy
- dynamic programming
- multi agent
- action selection
- collaborative filtering
- learning process
- supervised learning
- reward function
- prediction accuracy
- learning capabilities
- markov decision process
- temporal difference learning
- autonomous learning
- transition model