Game Theory II: Advanced Applications
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. Over four weeks of lectures, this advanced course considers how to design interactions between agents in order to achieve good social outcomes. Three main topics are covered: social choice theory (i.e., collective decision making and voting systems), mechanism design, and auctions. In the first week we consider the problem of aggregating different agents\' preferences, discussing voting rules and the challenges faced in collective decision making. We present some of the most important theoretical results in the area: notably, Arrow\'s Theorem, which proves that there is no \"perfect\" voting system, and also the Gibbard-Satterthwaite and Muller-Satterthwaite Theorems. We move on to consider the problem of making collective decisions when agents are self interested and can strategically misreport their preferences. We explain \"mechanism design\" -- a broad framework for designing interactions between self-interested agents -- and give some key theoretical results. Our third week focuses on the problem of designing mechanisms to maximize aggregate happiness across agents, and presents the powerful family of Vickrey-Clarke-Groves mechanisms. The course wraps up with a fourth week that considers the problem of allocating scarce resources among self-interested agents, and that provides an introduction to auction theory. You can find a full syllabus and description of the course here: There is also a predecessor course to this one, for those who want to learn or remind themselves of the basic concepts of game theory: An intro video can be found here:Created by: Stanford University

Related Online Courses
Probabilistic graphical models (PGMs) are a rich framework for encoding probability distributions over complex domains: joint (multivariate) distributions over large numbers of random variables... more
Six Sigma is a process improvement methodology focused on cost reduction that is applicable in any industry. The Six Sigma White Belt role is the first step in this journey, making you a subject... more
Finding and hiring the right people is often cited as the number one concern of businesses today. It seems we are all competing for the best and brightest workers. As you will see in our time... more
The \"Data Understanding and Visualization\" course provides students with essential statistical concepts to comprehend and analyze datasets effectively. Participants will learn about central... more
This Specialization can be taken by students, IT professionals, IT managers, career changers, and anyone who seeks a cybersecurity career or aspires to advance their current role. This course is... more