Toubman, Armon (2020): Research data of the PhD thesis: Calculated Moves: Generating Air Combat Behaviour. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/uuid:3521e3e6-a05a-4b9c-9151-c269c15b7f30

Usage statistics

Categories

• Aerospace Transport
• Artificial Intelligence and Image Processing
• Education and Training Systems
• Defence

Keywords

air combat artificial intelligence dissertation machine learning multi-agent systems training simulation

Licence

CC BY 4.0

Export as...

RefWorks BibTeX Reference Manager Endnote DataCite NLM DC CFF

by Armon Toubman

The dataset contains the data collected for the research in the PhD thesis "Calculated Moves". Two types of data were collected. The first type are the results of agent-based air combat simulations, in which the agents learned by act by means of machine learning. The second type are the results of a validation study, in which we aimed to determine whether the learned behaviour was fit for use in real-world training simulations.

History

• 2020-01-15 first online, published, posted

Publisher

4TU.Centre for Research Data

Format

media types: application/zip, text/csv, text/plain

Organizations

Leiden University, Leiden Centre of Data Science (LCDS), Leiden Institute of Advanced Computer Science