Top-aware reinforcement learning based recommendation.
Feng LiuRuiming TangHuifeng GuoXutao LiYunming YeXiuqiang HePublished in: Neurocomputing (2020)
Keyphrases
- supervised learning
- reinforcement learning
- learning problems
- machine learning
- learning algorithm
- recommender systems
- collaborative filtering
- state space
- function approximation
- learning tasks
- active learning
- temporal difference
- model free
- recommendation systems
- user preferences
- reinforcement learning algorithms
- multi agent reinforcement learning
- markov decision processes
- multi agent
- data sets
- optimal control
- least squares
- learning process
- case study
- personalized recommendation
- learning agent
- cold start problem
- product recommendation
- information retrieval
- policy search
- online dating