4.7
estrellas
1,884 calificaciones

96 %

Michihiro Kandori

84.230 ya inscrito

Ofrecido Por

Welcome to Game Theory

Universidad de Tokio

Acerca de este Curso

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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.

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Nivel principiante

Aprox. 21 horas para completar

Inglés (English)

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Prueba Coursera para negocios

Habilidades que obtendrás

Nash Equilibrium
Game Theory
Strategic Planning

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.

Certificado para compartir

Obtén un certificado al finalizar

100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.

Nivel principiante

Aprox. 21 horas para completar

Inglés (English)

¿Podría tu empresa beneficiarse de la capacitación de los empleados en las habilidades más demandadas?

Prueba Coursera para negocios

Instructor

Calificación del instructor

4,74/5 (361 calificaciones)

Michihiro Kandori

Ofrecido por

Universidad de Tokio

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Programa - Qué aprenderás en este curso

Calificación del contenido96%(7,568 calificaciones)

Semana

Semana 1

5 horas para completar

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.

5 horas para completar

12 videos (Total 91 minutos), 6 lecturas, 5 cuestionarios

12 videos

Course Preview1m

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

6 lecturas

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

5 ejercicios de práctica

Practice Quiz 1.130m

Practice Quiz 1.230m

Practice Quiz 1.330m

Graded Quiz 130m

Module 1 Optional Challenge Problems1h

Semana

Semana 2

5 horas para completar

Understanding Nash equilibrium

5 horas para completar

10 videos (Total 89 minutos), 1 lectura, 5 cuestionarios

10 videos

2-1 Nash Equilibrium and the Prisoner’s Dilemma10m

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

1 lectura

About Optional Challenge Problems2m

5 ejercicios de práctica

Practice Quiz 2.130m

Practice Quiz 2.230m

Practice Quiz 2.330m

Graded Quiz 230m

Module 2 Optional Challenge Problems1h

Semana

Semana 3

5 horas para completar

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.

5 horas para completar

9 videos (Total 94 minutos), 3 lecturas, 5 cuestionarios

9 videos

3-1 Digression: The Card Game Revisited11m

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

3 lecturas

Aggregated Result of the Card Game Challenge10m

About Optional Challenge Problems2m

Supplemental explanation for Question 2, 3 and 410m

5 ejercicios de práctica

Practice Quiz 3.130m

Practice Quiz 3.230m

Practice Quiz 3.330m

Graded Quiz 330m

Module 3 Optional Challenge Problems1h 20m

Semana

Semana 4

6 horas para completar

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.

6 horas para completar

11 videos (Total 123 minutos), 2 lecturas, 5 cuestionarios

11 videos

4-1 Group Rationality and The Rationality of Individuals10m

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

2 lecturas

(Supplementary Reading Material) Why People Discount Future Payoff?10m

About Optional Challenge Problems2m

5 ejercicios de práctica

Practice Quiz 4.130m

Practice Quiz 4.230m

Practice Quiz 4.330m

Graded Quiz 430m

Module 4 Optional Challenge Problems1h 20m

Reseñas

4.7

429 reseña

5 stars
74,57 %
4 stars
20,64 %
3 stars
3,18 %
2 stars
0,79 %
1 star
0,79 %

Principales reseñas sobre WELCOME TO GAME THEORY

por VV11 de ago. de 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.

por SB3 de abr. de 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.

por SF24 de dic. de 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.

por AA21 de ago. de 2020

It is a detailed and very informative course on game theory and nash equilibrium. Professor Michihiro Kandori explains every aspect of the topic and the quizzes are perfect.

Ver todas las reseñas

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El acceso a las clases y las asignaciones depende del tipo de inscripción que tengas. Si tomas un curso en modo de oyente, verás la mayoría de los materiales del curso en forma gratuita. Para acceder a asignaciones calificadas y obtener un certificado, deberás comprar la experiencia de Certificado, ya sea durante o después de participar como oyente. Si no ves la opción de oyente:
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Cuando compras un Certificado, obtienes acceso a todos los materiales del curso, incluidas las tareas calificadas. Una vez que completes el curso, se añadirá tu Certificado electrónico a la página Logros. Desde allí, puedes imprimir tu Certificado o añadirlo a tu perfil de LinkedIn. Si solo quieres leer y visualizar el contenido del curso, puedes participar del curso como oyente sin costo.
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Sí. En ciertos programas de aprendizaje, puedes postularte para recibir ayuda económica o una beca en caso de no poder costear los gastos de la tarifa de inscripción. Si hay ayuda económica o becas disponibles para tu selección de programa de aprendizaje, verás un enlace para postularte en la página de descripción.

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Welcome to Game Theory

Welcome to Game Theory

Acerca de este Curso

Habilidades que obtendrás