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Perfecting Aircraft Maneuvers with Reinforcement Learning

Machine Learning 2026-04-28 v1

Abstract

This paper evaluates an advanced jet trainer's utilization of artificial intelligence (AI)-based aircraft aerobatic maneuvers with the intention of developing an AI-assisted pilot training module for specific aircraft maneuvers. A multitude of aircraft maneuvers have been simulated using reinforcement learning (RL) agents, which will serve as a training tool for future pilots.

Keywords

Cite

@article{arxiv.2604.24338,
  title  = {Perfecting Aircraft Maneuvers with Reinforcement Learning},
  author = {Atahan Cilan and Mahir Demir and Özgün Can Yürütken and Seyyid Osman Sevgili and Ümit Can Bekar},
  journal= {arXiv preprint arXiv:2604.24338},
  year   = {2026}
}
R2 v1 2026-07-01T12:36:58.422Z