Modeling Air Combat Behavior for Simulation-Based Pilot Training: A Survey of Machine Learning Approaches.

Patrick Ribu Gorton Patrick Gorton Norwegian Defence Research establishment, FFI, Kjeller, Norway University of Oslo, Department of Informatics, Norway https://orcid.org/0000-0001-8588-1764

Andreas Strand Patrick Ribu Gorton Karsten Brathen Modeling Air Combat Behavior for Simulation-Based Pilot Training: A Survey of Machine Learning Approaches. 113666-113685 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3580279 db/journals/access/access13.html#StrandGB25 streams/journals/access

Andreas Strand Karsten Brathen Martin Asprusten Patrick Gorton Multi-Agent Behavior Cloning for Modeling Realistic Adversaries in Air Combat Simulations. 47-54 2025 ICMLA https://doi.org/10.1109/ICMLA66185.2025.00013 conf/icmla/2025 db/conf/icmla/icmla2025.html#StrandBAG25

Patrick Ribu Gorton Andreas Strand Karsten Brathen A survey of air combat behavior modeling using machine learning. 2024 abs/2404.13954 CoRR https://doi.org/10.48550/arXiv.2404.13954 db/journals/corr/corr2404.html#abs-2404-13954

Andreas Strand Patrick Gorton Martin Asprusten Karsten Brathen Learning Environment For The Air Domain (Lead). 3035-3046 2023 WSC https://doi.org/10.1109/WSC60868.2023.10408232 conf/wsc/2023 db/conf/wsc/wsc2023.html#StrandGAB23

Andreas Strand Patrick Gorton Martin Asprusten Karsten Brathen Learning Environment for the Air Domain (LEAD). 2023 abs/2304.14423 CoRR https://doi.org/10.48550/arXiv.2304.14423 db/journals/corr/corr2304.html#abs-2304-14423

Patrick Ribu Gorton Kai Olav Ellefsen Evaluating Predictive Deep Learning Models. 139-150 2020 INTAP https://doi.org/10.1007/978-3-030-71711-7_12 conf/intap/2020 db/conf/intap/intap2020.html#GortonE20 Martin Asprusten Karsten Brathen Kai Olav Ellefsen Andreas Strand