Non-Stationary Contextual Bandit Learning via Neural Predictive Ensemble Sampling

Zheqing Zhu, Yueyang Liu, Xu Kuang +1

Real-world applications of contextual bandits often exhibit non-stationarity due to seasonality, serendipity, and evolving social trends. While a number of non-stationary contextua…