Search Results for author: Markus Klein

Found 3 papers, 1 papers with code

BVR Gym: A Reinforcement Learning Environment for Beyond-Visual-Range Air Combat

1 code implementation26 Mar 2024 Edvards Scukins, Markus Klein, Lars Kroon, Petter Ögren

Some existing environments provide high-fidelity simulations but are either not open source or are not adapted to the BVR air combat domain.

Deep Learning Based Situation Awareness for Multiple Missiles Evasion

no code implementations7 Feb 2024 Edvards Scukins, Markus Klein, Lars Kroon, Petter Ögren

As the effective range of air-to-air missiles increases, it becomes harder for human operators to maintain the situational awareness needed to keep a UAV safe.

Data splitting improves statistical performance in overparametrized regimes

no code implementations21 Oct 2021 Nicole Mücke, Enrico Reiss, Jonas Rungenhagen, Markus Klein

While large training datasets generally offer improvement in model performance, the training process becomes computationally expensive and time consuming.

regression

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