Deep reinforcement learning based airport departure metering

• Main Authors: Ali, Hasnain, Pham, Duc Thinh, Alam, Sameer
• Other Authors: 24th IEEE International Conference on Intelligent Transportation - ITSC2021
• Format: Conference or Workshop Item
• Language: English
• Published: 2021
• Subjects: Engineering::Aeronautical engineering; Deep Reinforcement Learning; ATM
• Online Access: https://hdl.handle.net/10356/152013
• Institution: Nanyang Technological University

Airport taxi delays adversely affect airports and airlines around the world in terms of congestion, operational workload, and environmental emissions. Departure Metering (DM) is a promising approach to contain taxi delays by controlling departure pushback times. The key idea behind DM is to transfer...