Essays about: "beyond-visual-range"

Found 4 essays containing the word beyond-visual-range.

  1. 1. Improving robustness of beyond visual range strategies with adapted training distributions

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Dennis Malmgren; [2022]
    Keywords : Reinforcement Learning; Game Theory; Air Combat; Neural Networks; Förstärkningsinlärning; Spelteori; Luftstrid; Neuronnät;

    Abstract : A key obstacle for training an autonomous agent in real air-to-air combat is the lack of available training data, which makes it difficult to apply supervised learning techniques. Self-play is a method that can be used where an agent trains against itself or against versions of itself without imitation data or human instruction. READ MORE

  3. 2. Genetic Algorithms for optimizing behavior trees in air combat

    University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

    Author : David Ångström; [2022]
    Keywords : Genetic Algorithm; Behavior Tree; Behavior Model; Simulation; Optimization;

    Abstract : Modelling and simulating entities in virtual environments are tools commonly used by companies to test, validate and verify their products in close to real scenarios; effectivelyreducing the cost, time and effort compared to real life testing. This is especially the case in the area of air combat where realistic behaviors are not only a necessity, but paramount to replace the costs of fuel and operation time. READ MORE

  4. 3. Visualizations for simulation-based training : Enhancing the evaluation of missile launch events during after-action reviews of air combat simulation

    University essay from KTH/Medieteknik och interaktionsdesign, MID

    Author : Pontus ter Vehn; [2016]
    Keywords : Simulation-based training; simulation; after-action review; AAR; FLSC; beyond-visual-range; BVR; air combat; visualization; flight parameters; air-to-air missile; UI; interface design; learning systems.;

    Abstract : This thesis work has been part of an effort to improve the after-action reviews of the air combat simulator training sessions conducted at the Swedish Air Force Combat Simulation Centre (FLSC). Initial studies identified three main needs regarding the evaluation of air-to-air missile shots during beyond-visual-range combat simulation. READ MORE

  5. 4. Situation Assessment in a Stochastic Environment using Bayesian Networks

    University essay from Institutionen för systemteknik

    Author : Johan Ivansson; [2002]
    Keywords : Reglerteknik; Situation Assessment; Bayesian Networks; Fuzzy Logic; Data Fusion; Blackboard; Reglerteknik;

    Abstract : The mental workload for fighter pilots in modern air combat is extremely high. The pilot has to make fast dynamic decisions under high uncertainty and high time pressure. This is hard to perform in close encounters, but gets even harder when operating beyond visual range when the sensors of an aircraft become the pilot's eyes and ears. READ MORE