Epsilon non-Greedy: A Bandit Approach for Unbiased Recommendation via Uniform Data

S. M. F. Sani, Seyed Abbas Hosseini, Hamid R. Rabiee

Often, recommendation systems employ continuous training, leading to a self-feedback loop bias in which the system becomes biased toward its previous recommendations. Recent studie…