Applications of Game Theory in Deep Learning provides an extensive and insightful exploration of game theory in deep learning, diving deep into both the theoretical foundations and the real-world applications t
In subject area:Computer Science Traditional Game Theory refers to the study of cooperation and conflict in strategic situations, often based on idealized models that may not reflect real-world processes accurately. AI generated definition based on:Journal of Systems and Software,2020 ...
limited resource. Game theory offers rational or limited rational justification for selecting strategies that lead to specific outcomes. Game theory has been used very successfully in economics, and it has also been applied in the social sciences, computer science, and biological sciences, among ...
Game theory has for years also played an important, if less recognized, role in several branches of computer science. Applications within computer science include the use of games in automated verification & model checking to model computing systems in an unknown and possibly adverse environment. In...
Game theory is important to computer science for several reasons: First, interaction is a fundamental topic in computer science, and if it is assumed that system components are self-interested, then the models and solution concepts of game theory seems to provide an appropriate framework with ...
Game Theory and its Application博弈论及其应用 GameTheoryanditsApplications XIUJUSONG Prisoner’sDilemma •Twosuspectsarrestedforacrime•Prisonersdecidewhethertoconfessornottoconfess•Ifbothconfess,bothsentencedto3monthsofjail•Ifbothdonotconfess,thenbothwillbesentencedto1monthofjail•Ifoneconfessesandthe...
Work at the intersection of computer science and game theory is briefly surveyed, with a focus on the work in computer science. In particular, the following topics are considered: various roles of computational complexity in game theory, including modelling bounded rationality, its role in mechanism...
Prashant is currently pursuing his bachelors in Computer Science and Engineering. Cite this lesson In this lesson, we will understand the use of game theory in artificial intelligence. We will also discuss essential algorithms such as Minimax and a few others used in this theory. Updated: 08/...
Applications in Real-World Scenarios Game theory’s utility spans several disciplines, offering valuable insights into strategic interactions across various fields. Economics: Models complex market behaviors, including pricing strategies among competing businesses and auction designs. Political Science: Analyzes...
Game theory has been applied to fields such as economics, biology, mathematics, public health, ecology, traffic engineering, and computer science [7–12]. For example, in voluntary vaccination programs, the formal theory of games can be employed as a framework to analyze the vaccination ...