Sökning: "Combat Aircraft"

Visar resultat 6 - 10 av 32 uppsatser innehållade orden Combat Aircraft.

  1. 6. 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. 7. On the Efficiency of Transfer Learning in a Fighter Pilot Behavior Modelling Context

    Master-uppsats, KTH/Matematik (Inst.)

    Författare :Viktor Sandström; [2021]
    Nyckelord :Imitation Learning; Transfer Learning; Applied Mathematics; Behavior Cloning; DAgger; FOI; Fighter Pilot; Mathematics; Deep Learning; Machine Learning; Imitationsinlärning; Överföringsinlärning; Maskininlärning; Tillämpad Matematik;

    Sammanfattning : Creating realistic models of human fighter pilot behavior is made possible with recent deep learning techniques. However, these techniques are often highly dependent on large datasets, often unavailable in many settings, or expensive to produce. LÄS MER

  4. 8. Simulera beteende av stridsflygplan med hjälp av AI : Simulating behavior of combat aircraft with AI

    Kandidat-uppsats, Linköpings universitet/Institutionen för datavetenskap; Linköpings universitet/Tekniska fakulteten

    Författare :Daniel Covarrubias Gillin; Gustav Arneving; Joel Alexandersson; Leon Li Persson; Lukas Olsson; Martin Banck; Max Björkander; [2021]
    Nyckelord :;

    Sammanfattning : I denna rapport beskrivs ett kandidatarbete som utfördes på beställning av Saab. Det kunden var intresserad av var att simulera beteende av stridsflygplan med hjälp av AI-tekniker. Projektgruppen använde maskininlärningsalgoritmen Q-inlärning för att försöka uppnå detta. LÄS MER

  5. 9. Systems methodology for Analysis of Airborne Electronic Warfare Systems

    Master-uppsats,

    Författare :Hugo Hedén; [2021]
    Nyckelord :Survivability; EW; ECM; ECCM; Systems methodology; influence diagram; multi-agent influence diagram; defence systems; försvarssystem;

    Sammanfattning : This report is one of the first to examine how system methodology can be applied as a tool to facilitate a holistic view of fighter aircraft survivability. This is done through the application of a modified version of multi-agent influence diagrams (MAIDs), as an analytical tool of two generic one-on-one scenarios based on Robert E. LÄS MER

  7. 10. Dynamic Performance Analysis of a Fighter Jet with Nonlinear Dynamic Inversion

    Master-uppsats, KTH/Flygdynamik

    Författare :Boban Pavlovic; [2019]
    Nyckelord :;

    Sammanfattning : A modern view of aircraft performance analysis, is to quantify aircraft manoeuvrability with agility metrics. There are several different agility metrics, which can be seen as indexing of the aircraft agility performance. The quantified unit is the time it takes for the aircraft to perform a specific manoeuvre relevant to a given agility metric. LÄS MER