Deep learning to generate revenue for airlines

Deep Reinforcement Learning (RL) is used to help airlines improve their business. So, revenue management (RM) is for maximizing revenue for airlines. Revenue management (RM) first used forecasting traffic flows (customer volumes and willingness to pay), and an optimisation procedure that prioritises among customers by selecting optimal availabilities, or prices. But, revenue management (RM) makes many (and unrealistic) assumptions. Deep Reinforcement learning (RL) is an area of deep learning focused on learning, and receiving feedback in order to optimize its predictions.