Essays about: "Dennis Malmgren"

Found 1 essay containing the words Dennis Malmgren.

  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