REVEAL 2022: Reinforcement Learning-Based Recommender Systems at Scale.
Richard LiawPaige BaileyYing LiMaria DimakopoulouYves RaimondPublished in: RecSys (2022)
Keyphrases
- recommender systems
- reinforcement learning
- collaborative filtering
- function approximation
- matrix factorization
- learning algorithm
- multi agent
- reinforcement learning algorithms
- state space
- scale space
- machine learning
- temporal difference
- user preferences
- user model
- temporal difference learning
- neural network
- robotic control
- optimal policy
- user profiles
- learning process
- search engine
- user feedback
- scale invariant
- user modeling
- implicit feedback
- user profiling
- cold start problem
- information retrieval