Knowledge Acquisition in the Cockpit Using One-Shot Learning

Evana Gizzi and Lisa Le Vie and Matthias Scheutz and Vasanth Sarathy and Jivko Sinapov

Intelligent systems for aviation need to be capable of understanding and representing anomalous events as they happen in real-time. We explore this problem with a proof of concept framework based on contextual one-shot learning, run on a human-in-the-loop flight simulator.

@incollection{gizzi2018Naecon,
  title={Knowledge Acquisition in the Cockpit Using One-Shot Learning},
  author={Evana Gizzi and Lisa Le Vie and Matthias Scheutz and Vasanth Sarathy and Jivko Sinapov},
  year={2018},
  booktitle={Proceedings of the 2018 IEEE National Aerospace and Electronics Conference (NAECON)},
  url={https://hrilab.tufts.edu/publications/gizzi2018Naecon.pdf}
}