Real-time dynamic pricing in a non-stationary environment using model-free reinforcement learning.
(2013)
Journal Article
RANA, R. and OLIVEIRA, F.S. 2014. Real-time dynamic pricing in a non-stationary environment using model-free reinforcement learning. Omega [online], 47, pages 116-126. Available from: https://doi.org/10.1016/j.omega.2013.10.004
This paper examines the problem of establishing a pricing policy that maximizes the revenue for selling a given inventory by a fixed deadline. This problem is faced by a variety of industries, including airlines, hotels and fashion. Reinforcement lea... Read More about Real-time dynamic pricing in a non-stationary environment using model-free reinforcement learning..