Essays about: "Nash equilibrium."

Showing result 1 - 5 of 22 essays containing the words Nash equilibrium..

  1. 1. Game theory in incomplete information

    University essay from Uppsala universitet/Sannolikhetsteori och kombinatorik

    Author : Lothar Knoops; [2023]
    Keywords : game theory; mathematics; nash; equilibrium; games; incomplete information;

    Abstract : This thesis is about game theory, its general application to different games, and its different notions. We are going to focus on how different solutions can be found depending on how we view the game in question. We will particularly focus on games where the information is incomplete. READ MORE

  3. 2. A stochastic game of hiring and firing

    University essay from Uppsala universitet/Sannolikhetsteori och kombinatorik

    Author : Yoo-An An; [2023]
    Keywords : game; incomplete information;

    Abstract : We study a stochastic game of hiring and firing in which the employee has a random capacity which is not directly observable for the employer, and only par- tially observable for the employee. In this setting, we derive a Nash Equilibrium of strategies.  .. READ MORE

  4. 3. 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

  5. 4. Analyzing the Negative Log-Likelihood Loss in Generative Modeling

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

    Author : Aleix Espuña I Fontcuberta; [2022]
    Keywords : Generative modeling; Normalizing flows; Generative Adversarial Networks; MaximumLikelihood Estimation; Real Non-Volume Preserving flow; Fréchet Inception Distance; Misspecification; Generativa metoder; Normalizing flows; Generative adversarial networks; Maximum likelihood-metoden; Real non-volume preserving flow; Fréchet inception distance; felspecificerade modeller;

    Abstract : Maximum-Likelihood Estimation (MLE) is a classic model-fitting method from probability theory. However, it has been argued repeatedly that MLE is inappropriate for synthesis applications, since its priorities are at odds with important principles of human perception, and that, e.g. READ MORE

  6. 5. Multi Agent Reinforcement Learning for Game Theory : Financial Graphs

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

    Author : Bryan Yu; [2021]
    Keywords : Multi-Agent Reinforcement Learning; Reinforcement Learning; Game Theory; Financial Networks; Financial Graphs; Machine Learning; Financial Graphs; Computational Economics; Multi-Agent Reinforcement Learning; Reinforcement Learning; Game Theory; Financial Networks; Financial Graphs; Machine Learning; Financial Graphs; Computational Economics;

    Abstract : We present the rich research potential at the union of multi agent reinforcement learning (MARL), game theory, and financial graphs. We demonstrate how multiple game theoretic scenarios arise in three node financial graphs with minor modifications. We highlight six scenarios used in this study. READ MORE