About this Course
106,030

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Start instantly and learn at your own schedule.

Flexible deadlines

Reset deadlines in accordance to your schedule.

Beginner Level

Approx. 20 hours to complete

Suggested: 5 hours/week...

English

Subtitles: English

Skills you will gain

Game TheoryBackward InductionBayesian GameProblem Solving

100% online

Start instantly and learn at your own schedule.

Flexible deadlines

Reset deadlines in accordance to your schedule.

Beginner Level

Approx. 20 hours to complete

Suggested: 5 hours/week...

English

Subtitles: English

Syllabus - What you will learn from this course

Week
1
2 hours to complete

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...
11 videos (Total 80 min), 2 readings, 2 quizzes
11 videos
1-1 Game Theory Intro - TCP Backoff 11m
1-2 Self-Interested Agents and Utility Theory 3m
1-3 Defining Games 10m
1-4 Examples of Games 5m
1-5 Nash Equilibrium Intro 4m
1-6 Strategic Reasoning 10m
1-7 Best Response and Nash Equilibrium 2m
1-8 Nash Equilibrium of Example Games 6m
1-9 Dominant Strategies 7m
1-10 Pareto Optimality 8m
2 readings
Syllabus10m
A Brief Introduction to the Basics of Game Theory10m
2 practice exercises
Problem Set 118m
In-Video Quizzes Week 114m
Week
2
2 hours to complete

Week 2: Mixed-Strategy Nash Equilibrium

pure and mixed strategy Nash equilibria...
7 videos (Total 76 min), 2 quizzes
7 videos
2-2 Mixed Strategies and Nash Equilibrium (II)14m
2-3 Computing Mixed Nash Equilibrium 11m
2-4 Hardness Beyond 2x2 Games - Basic 5m
2-4 Hardness Beyond 2x2 Games - Advanced 20m
2-5 Example: Mixed Strategy Nash 10m
2-6 Data: Professional Sports and Mixed Strategies 10m
2 practice exercises
Problem Set 210m
In-Video Quizzes Week 26m
Week
3
1 hour to complete

Week 3: Alternate Solution Concepts

Iterative removal of strictly dominated strategies, minimax strategies and the minimax theorem for zero-sum game, correlated equilibria...
6 videos (Total 64 min), 2 quizzes
6 videos
3-2 Strictly Dominated Strategies & Iterative Removal 19m
3-3 Dominated Strategies & Iterative Removal: An Application 9m
3-4 Maxmin Strategies 9m
3-4 Maxmin Strategies - Advanced16m
3-5 Correlated Equilibrium: Intuition 5m
2 practice exercises
Problem Set 310m
In-Video Quizzes Week 34m
Week
4
2 hours to complete

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. ...
10 videos (Total 101 min), 2 quizzes
10 videos
4-2 Formalizing Perfect Information Extensive Form Games 6m
4-3 Perfect Information Extensive Form: Strategies, BR, NE 13m
4-4 Subgame Perfection 9m
4-5 Backward Induction 13m
4-6 Subgame Perfect Application: Ultimatum Bargaining17m
4-7 Imperfect Information Extensive Form: Poker 3m
4-8 Imperfect Information Extensive Form: Definition, Strategies 10m
4-9 Mixed and Behavioral Strategies 8m
4-10 Incomplete Information in the Extensive Form: Beyond Subgame Perfection 13m
2 practice exercises
Problem Set 412m
In-Video Quizzes Week 410m
Week
5
2 hours to complete

Week 5: Repeated Games

Repeated prisoners dilemma, finite and infinite repeated games, limited-average versus future-discounted reward, folk theorems, stochastic games and learning. ...
7 videos (Total 87 min), 2 quizzes
7 videos
5-2 Infinitely Repeated Games: Utility 6m
5-3 Stochastic Games 5m
5-4 Learning in Repeated Games 15m
5-5 Equilibria of Infinitely Repeated Games 28m
5-6 Discounted Repeated Games 13m
5-7 A Folk Theorem for Discounted Repeated Games 10m
2 practice exercises
In-Video Quizzes Week 56m
Problem Set 518m
Week
6
1 hour to complete

Week 6: Bayesian Games

General definitions, ex ante/interim Bayesian Nash equilibrium. ...
6 videos (Total 53 min), 2 quizzes
6 videos
6-2 Bayesian Games: First Definition 9m
6-2 Bayesian Games: First Defintion (yoav)8m
6-3 Bayesian Games: Second Definition 6m
6-4 Analyzing Bayesian Games 11m
6-5 Analyzing Bayesian Games: Another Example 10m
2 practice exercises
In-Video Quizzes Week 64m
Problem Set 614m
Week
7
1 hour to complete

Week 7: Coalitional Games

Transferable utility cooperative games, Shapley value, Core, applications....
5 videos (Total 52 min), 2 quizzes
5 videos
7-2 Coalitional Game Theory: Definitions 6m
7-3 The Shapley Value 16m
7-4 The Core 14m
7-5 Comparing the Core and Shapley value in an Example 10m
2 practice exercises
In-Video Quizzes Week 76m
Problem Set 718m
Week
8
20 minutes to complete

Week 8: Final Exam

The description goes here...
1 quiz
1 practice exercise
Final Exam20m
4.6
426 ReviewsChevron Right

27%

started a new career after completing these courses

24%

got a tangible career benefit from this course

Top Reviews

By 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!

By ASJan 27th 2019

Excellent course for beginners. Problem sets are very creative. No more further resources needed. I found this course specially useful if the purpose is to apply Game Theory in other disciplines.

Instructors

Avatar

Matthew O. Jackson

Professor
Economics
Avatar

Kevin Leyton-Brown

Professor
Computer Science
Avatar

Yoav Shoham

Professor
Computer Science

About Stanford University

The Leland Stanford Junior University, commonly referred to as Stanford University or Stanford, is an American private research university located in Stanford, California on an 8,180-acre (3,310 ha) campus near Palo Alto, California, United States....

About The University of British Columbia

The University of British Columbia is a global centre for research and teaching....

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