Publications by Edvards Scukins
Peer reviewed
Articles
[1]
A. N. Costa et al., "Simulation and Machine Learning in Beyond Visual Range Air Combat : A Survey," IEEE Access, vol. 13, pp. 76755-76774, 2025.
[2]
M. Iovino et al., "A survey of Behavior Trees in robotics and AI," Robotics and Autonomous Systems, vol. 154, 2022.
[3]
E. Scukins and P. Ögren, "Classical Formation Patterns and Flanking Strategies as a Result of Utility Maximization," IEEE Control Systems Letters, vol. 3, no. 2, pp. 422-427, 2019.
Conference papers
[4]
E. Scukins, A. N. Costa and P. Ögren, "A Data-driven Method for Estimating Formation Flexibility in Beyond-Visual-Range Air Combat," in 2024 International Conference on Unmanned Aircraft Systems (ICUAS), 2024, pp. 241-247.
[5]
E. Scukins et al., "Deep Learning Based Situation Awareness for Multiple Missiles Evasion," in 2024 International Conference on Unmanned Aircraft Systems, ICUAS 2024, 2024, pp. 1446-1452.
[6]
E. Scukins, M. Klein and P. Ögren, "Enhancing Situation Awareness in Beyond Visual Range Air Combat with Reinforcement Learning-based Decision Support," in 2023 International Conference on Unmanned Aircraft Systems, ICUAS 2023, 2023, pp. 56-62.
[7]
E. Scukins et al., "Monte Carlo Tree Search and Convex Optimization for Decision Support in Beyond-Visual-Range Air Combat," in 2023 International Conference on Unmanned Aircraft Systems, ICUAS 2023, 2023, pp. 48-55.
[8]
E. Scukins and P. Ögren, "Using Reinforcement Learning to Create Control Barrier Functions for Explicit Risk Mitigation in Adversarial Environments," in 2021 IEEE International Conference on Robotics and Automation (ICRA), 2021.
Non-peer reviewed
Theses
[9]
E. Scukins, "Data-Driven Methods for Enhanced Situation Awareness in Beyond Visual Range Air Combat," Doctoral thesis : KTH Royal Institute of Technology, TRITA-EECS-AVL, 2025:27, 2025.
Other
[10]
E. Scukins et al., "BVR Gym : A Reinforcement Learning Environment for Beyond-Visual-Range Air Combat," (Manuscript).
Latest sync with DiVA:
2025-09-07 00:42:40 UTC