关于此课程： This course provides a brief introduction to game theory. Our main goal is to understand the basic ideas behind the key concepts in game theory, such as equilibrium, rationality, and cooperation. The course uses very little mathematics, and it is ideal for those who are looking for a conceptual introduction to game theory. Business competition, political campaigns, the struggle for existence by animals and plants, and so on, can all be regarded as a kind of “game,” in which individuals try to do their best against others. Game theory provides a general framework to describe and analyze how individuals behave in such “strategic” situations. This course focuses on the key concepts in game theory, and attempts to outline the informal basic ideas that are often hidden behind mathematical definitions. Game theory has been applied to a number of disciplines, including economics, political science, psychology, sociology, biology, and computer science. Therefore, a warm welcome is extended to audiences from all fields who are interested in what game theory is all about.
此课程适用人群： This course is aimed at the beginners of economics and game theory: - No prior knowledge of economics or game theory is required. - No knowledge of math beyond simple arithmetic is required.
制作方： The University of Tokyo
教学方： Michihiro Kandori, Professor
Faculty of Economics
| 级别 | 初级 |
| 承诺学习时间 | 3-4 小时/周 |
| 语言 | English |
| 如何通过 | 通过所有计分作业以完成课程。 |
| 用户评分 |
授课大纲
第 1 周
Why Do We Need Game Theory, and What Does it Tell Us?
Is it possible to analyze a wide variety of social and economic problems using a unified framework? In the first module, we address this question. We will see that the concept of rational decision making is useful, but it is not quite sufficient to provide governing principles. Motivated examples and some history of game theory will be provided. You will also be asked to play a simple card game to see how it feels to make your decisions strategically.
12 个视频, 6 个阅读材料, 3 个练习测验
- 阅读: Course Description
- 阅读: Syllabus
- 视频: 1-1 What is Game Theory?
- 视频: 1-2 Modelling Social Problems as a "Game"
- 视频: 1-3 In Search for the Governing Principle
- 视频: 1-4 Concerns About a Mathematical Theory of Human Behavior
- 练习测验: Practice Quiz 1.1
- 视频: 1-5 Let's Play a Game
- 视频: Card Game Tutorial (No Audio)
- 阅读: Card Game Challenge Instruction
- 视频: 1-6 John Nash Discovered the Governing Principle
- 视频: 1-7 Nash Equilibrium
- 练习测验: Practice Quiz 1.2
- 视频: 1-8 Traffic Game in Reality
- 阅读: (Supplementary Reading Material) Convergence to Nash Equilibrium in the Traffic Game
- 视频: 1-9 Location Game
- 视频: 1-10 Policies of Two Parties
- 练习测验: Practice Quiz 1.3
- 阅读: About Optional Challenge Problems
- 阅读: Supplemental explanation for Question 1, 2 and 3
已评分: Graded Quiz 1
已评分: Module 1 Optional Challenge Problems
第 2 周
Understanding Nash equilibrium
The basic solution concept of game theory is Nash equilibrium. In Module 2, we try to understand this central concept through various examples and ask the following crucial question: how do players come to play a Nash equilibrium?
10 个视频, 1 个阅读材料, 3 个练习测验
- 视频: 2-2 Coordination Game and Self-Fulfilling Prophecy
- 视频: 2-3 Market Competition
- 练习测验: Practice Quiz 2.1
- 视频: 2-4 Why Do People Come to Play Nash Equilibrium? Part I
- 视频: 2-5 Why Do People Come to Play Nash Equilibrium? Part II
- 视频: 2-6 Why Do People Come to Play Nash Equilibrium? Part III
- 视频: 2-7 Stylized Facts and Nash Equilibrium
- 练习测验: Practice Quiz 2.2
- 视频: 2-8 Make Yourself Unpredictable: Mixed Strategy Equilibrium
- 视频: 2-9 Sports Games and Game Theory
- 视频: 2-10 Nash Equilibrium Exists in All Games
- 练习测验: Practice Quiz 2.3
- 阅读: About Optional Challenge Problems
已评分: Graded Quiz 2
已评分: Module 2 Optional Challenge Problems
第 3 周
Rationality, Knowledge, and Evolution in Games
In Module 3, we will dig deeper into the relationship between rationality and Nash equilibrium. We will consider the whole spectrum of possible intellectual capacities of players, spanning the range from unlimited ability for sophisticated reasoning to absolute zero intelligence. In the end, you will see that Nash equilibrium can emerge under a fairly wide range of intellectual capacities of players.
9 个视频, 3 个阅读材料, 3 个练习测验
- 视频: 3-2 Digression: How You Played the Card Game and Addressing the Concerns about Game Theory
- 阅读: Aggregated Result of the Card Game Challenge
- 视频: 3-3 “Payoffs” in a Game: What Exactly Are Those Numbers?
- 练习测验: Practice Quiz 3.1
- 视频: 3-4 What Does it Mean That a Player is Rational?
- 视频: 3-5 Domination: Strategies That Are “Obviously Good or Bad”
- 视频: 3-6 Common Knowledge of Rationality
- 练习测验: Practice Quiz 3.2
- 视频: 3-7 Low Rationality: What Happens if Players Are Not Very Smart?
- 视频: 3-8 Game Theory Under Zero-Intelligence: Biological Evolution
- 视频: 3-9 Fig Wasps Play a Nash Equilibrium
- 练习测验: Practice Quiz 3.3
- 阅读: About Optional Challenge Problems
- 阅读: Supplemental explanation for Question 3 and 4
已评分: Graded Quiz 3
已评分: Module 3 Optional Challenge Problems
第 4 周
Sustaining Cooperation
The final module is devoted to the most important and most general message of game theory: rational behavior quite often leads to a socially undesirable outcome. We will first try to understand the basic reason for this, and then see how this insight of game theory has made fundamental impacts in the natural and social sciences. Finally, we will learn some general methods to overcome this problem.
11 个视频, 2 个阅读材料, 3 个练习测验
- 视频: 4-2 Why is Group Rationality Different From Rationality of Individuals?
- 练习测验: Practice Quiz 4.1
- 视频: 4-3 Group Rationality vs. Rationality of Individuals in Biological Evolution
- 视频: 4-4 Group Rationality vs. Rationality of Individuals in Social Thought
- 视频: 4-5 How to Enforce Socially Desirable Outcomes
- 练习测验: Practice Quiz 4.2
- 视频: 4-6 Cooperation of gas Stations in Long-Term Relationship Part I: Need For Cooperation
- 视频: 4-7 Cooperation of Gas Stations in Long-Term Relationship Part II: Mechanism of Cooperation
- 阅读: (Supplementary Reading Material) Why People Discount Future Payoff ?
- 视频: 4-8 Reputation and Brand Name
- 视频: 4-9 Cooperation in Loosely Knit Organization
- 视频: 4-10 Summary of the Course
- 练习测验: Practice Quiz 4.3
- 视频: Final Message from the Instructor
- 阅读: About Optional Challenge Problems
已评分: Graded Quiz 4
已评分: Module 4 Optional Challenge Problems
常见问题解答
运作方式
课程作业
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制作方
The University of Tokyo
The University of Tokyo was established in 1877 as the first national university in Japan. As a leading research university, UTokyo offers courses in essentially all academic disciplines at both undergraduate and graduate levels and conducts research across the full spectrum of academic activity.
评分和审阅
This course is very interesting!!
Excellent introductory course for beginners.
Love this course! Really engaging and easy to understand for someone like me who doesn't have a advanced math background!
very interesting and good explanation