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Design of Simulatio...
Design of Simulation-Based Pilot Training Systems using Machine Learning Agents
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- Källström, Johan, 1976- (author)
- Linköpings universitet,Tekniska fakulteten,Artificiell intelligens och integrerade datorsystem
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- Granlund, Rego (author)
- RISE SICS East
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- Heintz, Fredrik, 1975- (author)
- Linköpings universitet,Artificiell intelligens och integrerade datorsystem,Tekniska fakulteten
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(creator_code:org_t)
- Bonn : The International Council of the Aeronautical Sciences, 2021
- 2021
- English.
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In: Proceedings of the 32nd Congress of the International Council of Aeronautical Sciences (ICAS). - Bonn : The International Council of the Aeronautical Sciences. - 9783932182914
- Related links:
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https://www.icas.org...
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https://urn.kb.se/re...
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Abstract
Subject headings
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- The high operational cost of aircraft, limited availability of air space, and strict safety regulations make training of fighter pilots increasingly challenging. By integrating Live, Virtual, and Constructive simulation resources, efficiency and effectiveness can be improved. In particular, if constructive simulations, which provide synthetic agents operating synthetic vehicles, were used to a higher degree, complex training scenarios could be realized at low cost, the need for support personnel could be reduced, and training availability could be improved. In this work, inspired by the recent improvements of techniques for artificial intelligence, we take a user perspective and investigate how intelligent, learning agents could help build future training systems. Through a domain analysis, a user study, and practical experiments, we identify important agent capabilities and characteristics, and then discuss design approaches and solution concepts for training systems to utilize learning agents for improved training value.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap -- Datavetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Computer Sciences (hsv//eng)
Keyword
- Air Combat Training
- Flight Simulation
- LVC Simulation
- Machine Learning
- Reinforcement Learning
Publication and Content Type
- ref (subject category)
- kon (subject category)
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