Partially Observable Markov Decision Process for Recommender Systems

Zhongqi Lu, Qiang Yang

We report the "Recurrent Deterioration" (RD) phenomenon observed in online recommender systems. The RD phenomenon is reflected by the trend of performance degradation when the reco…