Generative Slate Recommendation with Reinforcement Learning.
Romain DeffayetThibaut ThonetJean-Michel RendersMaarten de RijkePublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- recommender systems
- function approximation
- state space
- generative model
- collaborative filtering
- recommendation systems
- unsupervised learning
- learning algorithm
- model free
- user preferences
- reinforcement learning algorithms
- personalized recommendation
- machine learning
- robotic control
- optimal policy
- temporal difference learning
- data driven
- dynamic programming
- action selection
- neural network
- multi agent
- temporal difference
- optimal control
- markov decision processes
- active learning
- supervised learning
- learning process
- transfer learning
- tag recommendation
- control policy
- genetic algorithm
- multi agent reinforcement learning
- user behavior