75189

Автор(ы): 

Кулида Е. Л. (ИПУ РАН, Лаборатория 46)
Лебедев В. Г. (ИПУ РАН, Лаборатория 46)

Автор(ов): 

2

Параметры публикации

Тип публикации: 

Доклад

Название: 

Solving the Problem of Detecting and Resolving Conflicts in Airspace Using Deep Reinforcement Learning

DOI: 

10.1109/MLSD58227.2023.10303874

Наименование конференции: 

  • 2023 16th International Conference Management of large-scale system development (MLSD)

Наименование источника: 

  • Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD)

Город: 

  • Moscow

Издательство: 

  • IEEE

Год издания: 

2023

Страницы: 

https://ieeexplore.ieee.org/document/10303874
Аннотация
The report examines promising algorithms for detecting and resolving aviation conflicts. These are problem-solving algorithms based on hierarchical deep reinforcement learning for flights along given routes and the actor-critic algorithm for free flights.

Библиографическая ссылка: 

Кулида Е.Л., Лебедев В.Г. Solving the Problem of Detecting and Resolving Conflicts in Airspace Using Deep Reinforcement Learning / Proceedings of the 16th International Conference Management of Large-Scale System Development (MLSD). Moscow: IEEE, 2023. С. https://ieeexplore.ieee.org/document/10303874.