Handling Cold-Start Collaborative Filtering with Reinforcement Learning

Hima Varsha Dureddy, Zachary Kaden

A major challenge in recommender systems is handling new users, whom are also called $\text{cold-start}$ users. In this paper, we propose a novel approach for learning an optimal…