Generative Adversarial User Model for Reinforcement Learning Based Recommendation System.
Xinshi ChenShuang LiHui LiShaohua JiangYuan QiLe SongPublished in: ICML (2019)
Keyphrases
- user model
- reinforcement learning
- recommender systems
- user modelling
- user modeling
- multi agent
- domain independent
- collaborative filtering
- generative model
- user interaction
- recommendation systems
- function approximation
- user interests
- learning algorithm
- adaptive systems
- unsupervised learning
- state space
- supervised learning
- user actions
- user profiles
- reinforcement learning algorithms
- user interface
- individual user
- dynamic programming
- model free
- personalized services
- personalized recommendation
- advisory systems
- dialogue system
- markov decision processes
- domain specific
- information filtering
- optimal control
- discriminative learning
- semi supervised
- active learning
- learning process
- machine learning