SoftwareApplication
identifier: 10.4121/21572364
name: Vertical Conflict Resolution in Layered Airspace with Reinforcement Learning using the BlueSky Open Air Traffic Simulator
description: Vertical Conflict Resolution in Layered Airspace with Reinforcement Learning using the BlueSky Open Air Traffic Simulator
description: Simulation environment build in the BlueSky Open Air Traffic simulator (see reference) for testing the relationship between DRL model efficacy and traffic density during training. Spefically focused on conflict resolution during vertical manoeuvres in a layered airspace. Before running or going through the code make sure to read the ReadMe file. The software is also available on github: https://github.com/jangroter/TrafficDensityImpactRL
author: https://orcid.org/0000-0002-6921-7641
keywords: Unmanned Aircraft Systems
keywords: Air traffic management (ATM)
keywords: Soft Actor Critic
keywords: Conflict detection and resolution
keywords: BlueSky
keywords: Deep Reinforcement Learning (DRL)
license:
  creative work: creativeWork
    name: GPL-3.0-only

https://orcid.org/0000-0002-6921-7641
type: Person
given name: Jan
family name: Groot
name: Jan Groot