Autonomous Airline Revenue Management: A Deep Reinforcement Learning Approach to Seat Inventory Control and Overbooking

no code implementations • 18 Feb 2019 • Syed Arbab Mohd Shihab, Caleb Logemann, Deepak-George Thomas, Peng Wei

This paper focuses on the latter problem - the seat inventory control problem - casting it as a Markov Decision Process to be able to find the optimal policy.

Management Q-Learning