User Tampering in Reinforcement Learning Recommender Systems

Charles Evans, Atoosa Kasirzadeh

In this paper, we introduce new formal methods and provide empirical evidence to highlight a unique safety concern prevalent in reinforcement learning (RL)-based recommendation alg…