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.
제공자:
Welcome to Game Theory
도쿄 대학
About this Course
최근 조회 40,762회
학습자 경력 결과
25%
이 강좌를 수료한 후 새로운 경력 시작하기
35%
이 강좌를 통해 확실한 경력상 이점 얻기
25%
급여 인상 또는 승진하기
귀하가 습득할 기술
Nash EquilibriumGame TheoryStrategic Planning
학습자 경력 결과
25%
이 강좌를 수료한 후 새로운 경력 시작하기
35%
이 강좌를 통해 확실한 경력상 이점 얻기
25%
급여 인상 또는 승진하기
100% 온라인
지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.
유동적 마감일
일정에 따라 마감일을 재설정합니다.
초급 단계
완료하는 데 약 11시간 필요
권장: 3-4 hours/week
영어
자막: 영어
제공자:
도쿄 대학
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.
강의 계획 - 이 강좌에서 배울 내용
완료하는 데 4시간 필요
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.
완료하는 데 4시간 필요
12개 동영상 (총 91분), 6 readings, 5 quizzes
12개의 동영상
1-1 What is Game Theory?8m
1-2 Modelling Social Problems as a "Game"12m
1-3 In Search for the Governing Principle10m
1-4 Concerns About a Mathematical Theory of Human Behavior7m
1-5 Let's Play a Game6m
Card Game Tutorial (No Audio)2m
1-6 John Nash Discovered the Governing Principle6m
1-7 Nash Equilibrium9m
1-8 Traffic Game in Reality7m
1-9 Location Game6m
1-10 Policies of Two Parties10m
6개의 읽기 자료
Course Description10m
Syllabus10m
Card Game Challenge Instruction10m
(Supplementary Reading Material) Convergence to Nash Equilibrium in the Traffic Game10m
About Optional Challenge Problems2m
Supplemental explanation for Question 1, 2 and 310m
5개 연습문제
Practice Quiz 1.12m
Practice Quiz 1.24m
Practice Quiz 1.32m
Graded Quiz 114m
Module 1 Optional Challenge Problems1h
완료하는 데 3시간 필요
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?
완료하는 데 3시간 필요
10개 동영상 (총 89분), 1 reading, 5 quizzes
10개의 동영상
2-2 Coordination Game and Self-Fulfilling Prophecy9m
2-3 Market Competition11m
2-4 Why Do People Come to Play Nash Equilibrium? Part I7m
2-5 Why Do People Come to Play Nash Equilibrium? Part II7m
2-6 Why Do People Come to Play Nash Equilibrium? Part III7m
2-7 Stylized Facts and Nash Equilibrium5m
2-8 Make Yourself Unpredictable: Mixed Strategy Equilibrium7m
2-9 Sports Games and Game Theory10m
2-10 Nash Equilibrium Exists in All Games11m
1개의 읽기 자료
About Optional Challenge Problems2m
5개 연습문제
Practice Quiz 2.14m
Practice Quiz 2.24m
Practice Quiz 2.34m
Graded Quiz 214m
Module 2 Optional Challenge Problems1h
완료하는 데 4시간 필요
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.
완료하는 데 4시간 필요
9개 동영상 (총 94분), 3 readings, 5 quizzes
9개의 동영상
3-2 Digression: How You Played the Card Game and Addressing the Concerns about Game Theory15m
3-3 “Payoffs” in a Game: What Exactly Are Those Numbers?9m
3-4 What Does it Mean That a Player is Rational?6m
3-5 Domination: Strategies That Are “Obviously Good or Bad”10m
3-6 Common Knowledge of Rationality10m
3-7 Low Rationality: What Happens if Players Are Not Very Smart?7m
3-8 Game Theory Under Zero-Intelligence: Biological Evolution10m
3-9 Fig Wasps Play a Nash Equilibrium11m
3개의 읽기 자료
Aggregated Result of the Card Game Challenge10m
About Optional Challenge Problems2m
Supplemental explanation for Question 2, 3 and 410m
5개 연습문제
Practice Quiz 3.12m
Practice Quiz 3.24m
Practice Quiz 3.34m
Graded Quiz 314m
Module 3 Optional Challenge Problems1시 20분
완료하는 데 4시간 필요
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.
완료하는 데 4시간 필요
11개 동영상 (총 123분), 2 readings, 5 quizzes
11개의 동영상
4-2 Why is Group Rationality Different From Rationality of Individuals?10m
4-3 Group Rationality vs. Rationality of Individuals in Biological Evolution11m
4-4 Group Rationality vs. Rationality of Individuals in Social Thought11m
4-5 How to Enforce Socially Desirable Outcomes13m
4-6 Cooperation of gas Stations in Long-Term Relationship Part I: Need For Cooperation12m
4-7 Cooperation of Gas Stations in Long-Term Relationship Part II: Mechanism of Cooperation11m
4-8 Reputation and Brand Name10m
4-9 Cooperation in Loosely Knit Organization14m
4-10 Summary of the Course13m
Final Message from the Instructor4m
2개의 읽기 자료
(Supplementary Reading Material) Why People Discount Future Payoff ?10m
About Optional Challenge Problems2m
5개 연습문제
Practice Quiz 4.12m
Practice Quiz 4.22m
Practice Quiz 4.32m
Graded Quiz 414m
Module 4 Optional Challenge Problems1시 20분
검토
4.7
WELCOME TO GAME THEORY의 최상위 리뷰
TS 제공Dec 17, 2016
Rather philosophical then mathematical. An accumulation of simple, but essential and interesting reflections on what game theory is and how it relates to reality. Thank you, it was very enjoyable!
LL 제공Jan 19, 2016
This is a very good introduction to game theory having never before studied this subject I have found that the Lectures are easy to understand and flow very well from one to the other.
LY 제공Dec 16, 2017
Simple to follow, focuses on introducing basic concepts rather than the math. Could be more in-depth though. Nonetheless, great precursor to the Game Theory course from Stanford.
RR 제공Dec 24, 2017
i would have liked to see some applications of game theory in politics , it focused sufficiently on economical and sociological situation s but lacked any focus on politics.
TK 제공Oct 15, 2017
Great introductory course. It's a bit light on math but the focus is clearly on understanding general concepts and principles of game theory. Both are very well explained.
VV 제공Aug 11, 2016
This course is very interesting, it helps to understand basic knowledge in game theory) And it's also easy to understand, because of available explanations of material.
BA 제공Apr 26, 2017
Un excelente curso para cualquier estudiante de economía e incluso de políticas y estadística. ¡Me ayuda a reforzar mis conocimientos en Negocios Internacionales!
SB 제공Apr 3, 2016
This course is an interesting course. Game theory is applicable in all the fields. Having a strong foundation in game theory is advantageous in the 21st century.
SS 제공Aug 6, 2017
Very good course for initial understanding of Game theory. The course structure can be improved to practice more payoff diagrams which appear in the quizzes.
PS 제공Mar 30, 2020
it was a pretty fun intoduction to game theory, it will help in predicting patterns in behaviour in people, team and may show you the world of mechanisms
AJ 제공Jan 19, 2020
Very good course for absolute beginners! Very easy to understand and relate to. I would recommend to others as well. Thank you so much for this course!
WH 제공May 31, 2017
It is interesting and easy to understand. Well, a bit too easy I would say. I can answer half of the questions without listening to the lectures even.
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