GAME THEORY AND MACHINE LEARNING FOR CYBER SECURITY Move beyond the foundations of machine learning and game theory in cyber security to the latest research in this cutting-edge field In Game Theory and Machine Learning for Cyber
Game theoryMachine learningMultioptimizationMachine learning is a discipline that deals with the study of algorithms that can learn from the data. Typically, these algorithms run by generating a model built from the observed data, and then empl...
Evolutionary Game Theory(EGT) draws inspiration from the Darwinian theory of evolution. The origins of EGT can be traced back to 1973 withJohn Maynard SmithandGeorge R. Price’s formalization of contests, analyzed as strategies, and the mathematical criteria that can be used to predict the result...
As a result, Mechanism Design and Algorithmic Game Theory, which can be viewed as "incentive-aware algorithm design, " have become an increasingly important part of algorithmic research in recent years. Along different lines, the area of Machine Learning has made continued progress in developing ...
https://www.thegreatcoursesplus.com/Optimize your life with game theory—the study of how people make decisions. An award-winning teacher explains the basics. 用博弈论来优化你的生活ーー研究人们如何做决定。 所有中文均为彩云小译机翻,仅供参考
is now testing a more direct way to crack down onthe illegal hunters before they even get to the animals. Using ProtectionAssistant for Wildlife Security (PAWS), a technology combining machine learningand game theory, researchers can predict where poachers may attack and tellrangers where to patro...
Groundwater quality (GWQ) monitoring is one of the best environmental objectives due to recent droughts and urban and rural development. Therefore, this study aimed to map GWQ in the central plateau of Iran by validating machine learning algorithms (MLAs) using game theory (GT). On this basi...
In this paper, a joint machine learning and game theory modeling (MLGT) framework is proposed for inter frame coding tree unit (CTU) level bit allocation and rate control (RC) optimization in High Efficiency Video Coding (HEVC). First, a support vector machine (SVM) based multi-classification...
This paper provides a comprehensive overview of the applications of game theory in deep learning. Today, deep learning is a fast-evolving area for research
machine-learninggame-theorypattern-recognitionpropositional-logicbandit-learningfrequent-pattern-mininglearning-automatatsetlin-machine UpdatedOct 16, 2024 Cython Star447 Personal notes about scientific and research works on "Decision-Making for Autonomous Driving" ...