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: PAIS@ECAI (2022)
Keyphrases
- reinforcement learning
- air traffic
- civil aviation
- air traffic control
- free flight
- air traffic management
- function approximation
- route planning
- high resolution
- learning algorithm
- conflict resolution
- web services
- optimal policy
- model free
- robot control
- conflict detection
- service providers
- multi agent
- state space
- dynamic programming
- information services
- optimal control
- machine learning
- markov decision processes
- control policy
- situation awareness
- adaptive control
- rigid body