Automating the resolution of flight conflicts: Deep reinforcement learning in service of air traffic controllers.
George A. VourosGeorge PapadopoulosAlevizos BastasJose Manuel Cordero GarciaRuben Rodrigez RodrigezPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- air traffic
- civil aviation
- air traffic control
- free flight
- air traffic management
- function approximation
- state space
- route planning
- dynamic programming
- conflict detection
- web services
- machine learning
- model free
- multi agent
- service providers
- markov decision processes
- reinforcement learning algorithms
- high resolution
- information services
- closed loop
- robot control
- control system