Essays about: "Nash equilibrium."
Showing result 1 - 5 of 22 essays containing the words Nash equilibrium..
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1. Game theory in incomplete information
University essay from Uppsala universitet/Sannolikhetsteori och kombinatorikAbstract : 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
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2. A stochastic game of hiring and firing
University essay from Uppsala universitet/Sannolikhetsteori och kombinatorikAbstract : 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
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3. Self-Play Reinforcement Learning for Finding Intrusion Prevention Strategies
University essay from KTH/Matematisk statistikAbstract : 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
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4. Analyzing the Negative Log-Likelihood Loss in Generative Modeling
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)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
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5. Multi Agent Reinforcement Learning for Game Theory : Financial Graphs
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)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