课程信息
4.6
1,784 个评分
360 个审阅
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...
Globe

100% 在线课程

立即开始,按照自己的计划学习。
Calendar

可灵活调整截止日期

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Beginner Level

初级

Clock

Approx. 20 hours to complete

建议:5 hours/week...
Comment Dots

English

字幕:English...

您将获得的技能

Game TheoryBackward InductionBayesian GameProblem Solving
Globe

100% 在线课程

立即开始,按照自己的计划学习。
Calendar

可灵活调整截止日期

根据您的日程表重置截止日期。
Beginner Level

初级

Clock

Approx. 20 hours to complete

建议:5 hours/week...
Comment Dots

English

字幕:English...

教学大纲 - 您将从这门课程中学到什么

Week
1
Clock
完成时间为 2 小时

Week 1: Introduction and Overview

Introduction, overview, uses of game theory, some applications and examples, and formal definitions of: the normal form, payoffs, strategies, pure strategy Nash equilibrium, dominant strategies...
Reading
11 个视频(共 80 分钟), 2 个阅读材料, 2 个测验
Video11 个视频
1-1 Game Theory Intro - TCP Backoff 11分钟
1-2 Self-Interested Agents and Utility Theory 3分钟
1-3 Defining Games 10分钟
1-4 Examples of Games 5分钟
1-5 Nash Equilibrium Intro 4分钟
1-6 Strategic Reasoning 10分钟
1-7 Best Response and Nash Equilibrium 2分钟
1-8 Nash Equilibrium of Example Games 6分钟
1-9 Dominant Strategies 7分钟
1-10 Pareto Optimality 8分钟
Reading2 个阅读材料
Syllabus10分钟
A Brief Introduction to the Basics of Game Theory10分钟
Quiz2 个练习
Problem Set 118分钟
In-Video Quizzes Week 114分钟
Week
2
Clock
完成时间为 2 小时

Week 2: Mixed-Strategy Nash Equilibrium

pure and mixed strategy Nash equilibria...
Reading
7 个视频(共 76 分钟), 2 个测验
Video7 个视频
2-2 Mixed Strategies and Nash Equilibrium (II)14分钟
2-3 Computing Mixed Nash Equilibrium 11分钟
2-4 Hardness Beyond 2x2 Games - Basic 5分钟
2-4 Hardness Beyond 2x2 Games - Advanced 20分钟
2-5 Example: Mixed Strategy Nash 10分钟
2-6 Data: Professional Sports and Mixed Strategies 10分钟
Quiz2 个练习
Problem Set 210分钟
In-Video Quizzes Week 26分钟
Week
3
Clock
完成时间为 1 小时

Week 3: Alternate Solution Concepts

Iterative removal of strictly dominated strategies, minimax strategies and the minimax theorem for zero-sum game, correlated equilibria...
Reading
6 个视频(共 64 分钟), 2 个测验
Video6 个视频
3-2 Strictly Dominated Strategies & Iterative Removal 19分钟
3-3 Dominated Strategies & Iterative Removal: An Application 9分钟
3-4 Maxmin Strategies 9分钟
3-4 Maxmin Strategies - Advanced16分钟
3-5 Correlated Equilibrium: Intuition 5分钟
Quiz2 个练习
Problem Set 310分钟
In-Video Quizzes Week 34分钟
Week
4
Clock
完成时间为 2 小时

Week 4: Extensive-Form Games

Perfect information games: trees, players assigned to nodes, payoffs, backward Induction, subgame perfect equilibrium, introduction to imperfect-information games, mixed versus behavioral strategies. ...
Reading
10 个视频(共 101 分钟), 2 个测验
Video10 个视频
4-2 Formalizing Perfect Information Extensive Form Games 6分钟
4-3 Perfect Information Extensive Form: Strategies, BR, NE 13分钟
4-4 Subgame Perfection 9分钟
4-5 Backward Induction 13分钟
4-6 Subgame Perfect Application: Ultimatum Bargaining17分钟
4-7 Imperfect Information Extensive Form: Poker 3分钟
4-8 Imperfect Information Extensive Form: Definition, Strategies 10分钟
4-9 Mixed and Behavioral Strategies 8分钟
4-10 Incomplete Information in the Extensive Form: Beyond Subgame Perfection 13分钟
Quiz2 个练习
Problem Set 412分钟
In-Video Quizzes Week 410分钟
4.6
Direction Signs

67%

完成这些课程后已开始新的职业生涯
Briefcase

83%

通过此课程获得实实在在的工作福利

热门审阅

创建者 WYMay 17th 2017

Great ! Interesting and abound at the same time. Hope Professors will clarify the strategic utility function more clearly because it's hard for students with poor math basic(forget most><) right now!

创建者 LYDec 30th 2017

Easily the most challenging introductory course I've taken, but definitely worth it. I must say though that I learnt more from failing the quizzes than the lectures or practice questions.

讲师

Matthew O. Jackson

Professor
Economics

Kevin Leyton-Brown

Professor
Computer Science

Yoav Shoham

Professor
Computer Science

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