Sökning: "beyond-visual-range"

Visar resultat 1 - 5 av 6 uppsatser innehållade ordet beyond-visual-range.

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

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

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

    Sammanfattning : 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. LÄS MER

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

    Master-uppsats, Linköpings universitet/Artificiell intelligens och integrerade datorsystem

    Författare :David Ångström; [2022]
    Nyckelord :Genetic Algorithm; Behavior Tree; Behavior Model; Simulation; Optimization;

    Sammanfattning : 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. LÄS MER

  4. 3. Artificiella neurala nät för datorseende hos en luftmålsrobot

    Kandidat-uppsats, Försvarshögskolan

    Författare :Per Hård af Segerstad; [2018]
    Nyckelord :Military utility; Artificial Intelligence; Computer Vision; Deep Learning; Artificial Neural Networks; Air-target Missile; Air-Combat; Militär nytta; Artificiell Intelligens; datorseende; djupinlärning; artificiella neurala nät; luftmålsrobot; luftstrid;

    Sammanfattning : Studiens syfte är att öka förståelsen för möjligheterna med modern artificiell intelligens (AI) vid militär användning genom att bidra med information om ny teknik. Moderna civila applikationer av datorseende som skapats genom användande av så kallade artificiella neurala nät visar resultat som närmar sig den mänskliga synens nivå när det gäller att känna igen olika saker i sin omgivning. LÄS MER

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

    Master-uppsats, KTH/Medieteknik och interaktionsdesign, MID

    Författare :Pontus ter Vehn; [2016]
    Nyckelord :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.;

    Sammanfattning : 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. LÄS MER

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

    Uppsats för yrkesexamina på grundnivå, Institutionen för systemteknik

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

    Sammanfattning : 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. LÄS MER