An Intelligent Autopilot System that learns flight emergency procedures by imitating human pilots

@article{Baomar2016AnIA,
  title={An Intelligent Autopilot System that learns flight emergency procedures by imitating human pilots},
  author={Haitham Baomar and P. Bentley},
  journal={2016 IEEE Symposium Series on Computational Intelligence (SSCI)},
  year={2016},
  pages={1-9}
}
  • Haitham Baomar, P. Bentley
  • Published 2016
  • Computer Science
  • 2016 IEEE Symposium Series on Computational Intelligence (SSCI)
  • We propose an extension to the capabilities of the Intelligent Autopilot System (IAS) from our previous work, to be able to learn handling emergencies by observing and imitating human pilots. [...] Key Method A robust Learning by Imitation approach is proposed which uses human pilots to demonstrate the task to be learned in a flight simulator while training datasets are captured from these demonstrations. The datasets are then used by Artificial Neural Networks to generate control models automatically.Expand Abstract
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