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Game Theory
Coursera
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Game Theory

Stanford University

Study the mathematical modeling of strategic interactions among rational and irrational agents, with applications in games, economics, and politics.

Unknown8 weeksEnglish573,655 enrolled

About this Course

Popularized by movies such as "A Beautiful Mind," game theory is the mathematical modeling of strategic interaction among rational (and irrational) agents. Beyond what we call `games' in common language, such as chess, poker, soccer, etc., it includes the modeling of conflict among nations, political campaigns, competition among firms, and trading behavior in markets such as the NYSE. How could you begin to model keyword auctions, and peer to peer file-sharing networks, without accounting for the incentives of the people using them? The course will provide the basics: representing games and strategies, the extensive form (which computer scientists call game trees), Bayesian games (modeling things like auctions), repeated and stochastic games, and more. We'll include a variety of examples including classic games and a few applications. You can find a full syllabus and description of the course here: http://web.stanford.edu/~jacksonm/GTOC-Syllabus.html There is also an advanced follow-up course to this one, for people already familiar with game theory: https://www.coursera.org/learn/gametheory2/ You can find an introductory video here: http://web.stanford.edu/~jacksonm/Intro_Networks.mp4

What You'll Learn

  • Understand game representations and player strategies
  • Analyze repeated and stochastic games
  • Identify applications in economics and politics
  • Interpret Bayesian game models

Prerequisites

  • Basic computer and internet skills
  • Ability to read English instructions

Instructors

M

Matthew O. Jackson

Professor

K

Kevin Leyton-Brown

Professor

Y

Yoav Shoham

Professor

Topics

Economics
Social Sciences
Math and Logic
Algorithms
Probability
Bayesian Statistics
Problem Solving
Game Theory
Mathematical Modeling
Graph Theory

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

الاقتصاد
العلوم الاجتماعية
الرياضيات والمنطق
الخوارزميات
الاحتمالات
الإحصاء البايزي
حل المشكلات
نظرية الألعاب
Mathematical Modeling
Graph Theory

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