Towards the Next Generation Airline Revenue Management: A Deep Reinforcement Learning Approach to Seat Inventory Control and Overbooking.
Syed Arbab Mohd ShihabCaleb LogemannDeepak-George ThomasPeng WeiPublished in: CoRR (2019)
Keyphrases
- revenue management
- inventory control
- dynamic pricing
- reinforcement learning
- pricing strategies
- supply chain
- finite horizon
- supply chain management
- optimal policy
- learning curve
- customer service
- periodic review
- customer demand
- state space
- lead time
- multi agent
- single product
- learning algorithm
- markov decision processes
- optimal control
- inventory level
- probability distribution
- multi agent systems
- decision making
- machine learning