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.
Welcome to Game Theory
도쿄 대학이 강좌에 대하여
최근 조회 43,958회
학습자 경력 결과
23%
가 이 강좌를 수료한 후 새로운 커리어를 시작함
33%
가 이 강좌를 통해 확실한 경력상 이점을 얻음
23%
가 급여 인상 또는 승진 성취
공유 가능한 수료증
완료 시 수료증 획득
100% 온라인
지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.
유동적 마감일
일정에 따라 마감일을 재설정합니다.
초급 단계
완료하는 데 약 21시간 필요
영어
자막: 아랍어, 프랑스어, 포르투갈어 (유럽), 중국어 (간체자), 이탈리아어, 베트남어, 한국어, 독일어, 러시아어, 터키어, 영어, 스페인어
귀하가 습득할 기술
Nash EquilibriumGame TheoryStrategic Planning
학습자 경력 결과
23%
가 이 강좌를 수료한 후 새로운 커리어를 시작함
33%
가 이 강좌를 통해 확실한 경력상 이점을 얻음
23%
가 급여 인상 또는 승진 성취
공유 가능한 수료증
완료 시 수료증 획득
100% 온라인
지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.
유동적 마감일
일정에 따라 마감일을 재설정합니다.
초급 단계
완료하는 데 약 21시간 필요
영어
자막: 아랍어, 프랑스어, 포르투갈어 (유럽), 중국어 (간체자), 이탈리아어, 베트남어, 한국어, 독일어, 러시아어, 터키어, 영어, 스페인어
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 5시간 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 5시간 필요
12개 동영상 (총 91분), 6 개의 읽기 자료, 5 개의 테스트
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 1.130m
Practice Quiz 1.230m
Practice Quiz 1.330m
Graded Quiz 130m
Module 1 Optional Challenge Problems1시간
완료하는 데 5시간 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 5시간 필요
10개 동영상 (총 89분), 1 개의 읽기 자료, 5 개의 테스트
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 2.130m
Practice Quiz 2.230m
Practice Quiz 2.330m
Graded Quiz 230m
Module 2 Optional Challenge Problems1시간
완료하는 데 5시간 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 5시간 필요
9개 동영상 (총 94분), 3 개의 읽기 자료, 5 개의 테스트
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 3.130m
Practice Quiz 3.230m
Practice Quiz 3.330m
Graded Quiz 330m
Module 3 Optional Challenge Problems1시간 20분
완료하는 데 6시간 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 6시간 필요
11개 동영상 (총 123분), 2 개의 읽기 자료, 5 개의 테스트
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 4.130m
Practice Quiz 4.230m
Practice Quiz 4.330m
Graded Quiz 430m
Module 4 Optional Challenge Problems1시간 20분
검토
WELCOME TO GAME THEORY의 최상위 리뷰
TS 제공2016년 12월 17일
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!
RR 제공2020년 5월 30일
This course is amazing for beginners for no prior knowledge about game theory. I especially love the recommendations given at the end of the courses and the honour problems given in the course.
VV 제공2020년 4월 18일
very good introductory course! for a more theoretical understanding of what game theory is about. some interesting applications were brought up to illustrate the types of games as well.
FR 제공2020년 9월 15일
I enjoyed this course a lot. It gives a very good theoretical background to the concepts of game theory as well as providing extra challenges for people with more of a maths background.
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