Choice-Model-Assisted Q-learning for Delayed-Feedback Revenue Management

Owen Shen, Patrick Jaillet

We study reinforcement learning for revenue management with delayed feedback, where a substantial fraction of value is determined by customer cancellations and modifications observ…