Sample Efficiency in Deep Reinforcement Learning based Recommender Systems with Imitation Learning.
Mohammad Mehdi AfsarTrafford CrumpBehrouz H. FarPublished in: AI (2022)
Keyphrases
- imitation learning
- reinforcement learning
- recommender systems
- collaborative filtering
- function approximation
- state space
- reinforcement learning methods
- sample size
- reinforcement learning algorithms
- maximum margin
- robotic systems
- real time
- optimal control
- model free
- supervised learning
- video sequences
- control problems
- multi agent
- computer vision