Aayush Singha Roy

Scalable Deep Q-Learning for Session-Based Slate Recommendation

2023

Reinforcement learning (RL) has demonstrated great potential to improve slate-based recommender systems by optimizing recommendations for long-term user engagement. To handle the combinatorial action space in slate recommendation, recent works decompose the Q-value of a …