Recommender System using Reinforcement Learning: A Survey.
Mehrdad RezaeiNasseh TabriziPublished in: DeLTA (2022)
Keyphrases
- recommender systems
- reinforcement learning
- function approximation
- collaborative filtering
- information filtering
- user preferences
- robotic control
- reinforcement learning algorithms
- markov decision processes
- dynamic programming
- model free
- temporal difference
- matrix factorization
- user modeling
- machine learning
- state space
- learning algorithm
- action selection
- optimal policy
- learning process
- robot control
- implicit feedback
- optimal control
- genetic algorithm
- information overload
- learning problems
- multi agent
- data sparsity
- cold start problem
- product recommendation
- reinforcement learning methods
- data sets