On Modeling Long-Term User Engagement from Stochastic Feedback

Guoxi Zhang, Xing Yao, Xuanji Xiao

An ultimate goal of recommender systems (RS) is to improve user engagement. Reinforcement learning (RL) is a promising paradigm for this goal, as it directly optimizes overall perf…