Deep reinforcement learning in service of air traffic controllers to resolve tactical conflicts.
George PapadopoulosAlevizos BastasGeorge A. VourosIan CrookNatalia V. AndrienkoGennady L. AndrienkoJose Manuel Cordero GarciaPublished in: Expert Syst. Appl. (2024)
Keyphrases
- reinforcement learning
- air traffic
- resolving conflicts
- air traffic control
- civil aviation
- service providers
- free flight
- conflict resolution
- function approximation
- air traffic management
- state space
- web services
- reinforcement learning algorithms
- model free
- optimal policy
- learning algorithm
- least squares
- dynamic programming
- intelligent agents