Qilin Deng

RL4RS: A Real-World Dataset for Reinforcement Learning based Recommender System

2021 · arXiv (Cornell University)

Reinforcement learning based recommender systems (RL-based RS) aim at learning a good policy from a batch of collected data, by casting recommendations to multi-step decision-making tasks. However, current RL-based RS research commonly has a large …