Essays about: "Neural Fictitious Self Play"

Found 1 essay containing the words Neural Fictitious Self Play.

  1. 1. Self-Play Reinforcement Learning for Finding Intrusion Prevention Strategies

    University essay from KTH/Matematisk statistik

    Author : Jakob Stymne; [2022]
    Keywords : Network security; automation; reinforcement learning; Markov Security Games; Neural Fictitious Self Play; Nätverkssäkerhet; automatisering; förstärkningsinlärning; Markovianska säkerhetsspel; Neural Fictitious Self Play;

    Abstract : This Master thesis studies automated intrusion prevention using self-play reinforcement learning. We extend a decision-theoretic model of the intrusion prevention use case based on optimal stopping theory proposed in previous work to a game-theoretic setting. READ MORE