Nonparametric Learning and Earning with One-Point Feedback under Nonstationarity

Xiangyu Yang, Feng Xu, Jian-Qiang Hu +1

Firms increasingly rely on dynamic pricing to respond to evolving customer demand, yet in many applications they observe only the revenue generated by a single posted price in each…