Retour à Théorie des jeux

étoiles

3,585 évaluations

•

725 avis

Popularized by movies such as "A Beautiful Mind," game theory is the mathematical modeling of strategic interaction among rational (and irrational) agents. Beyond what we call `games' in common language, such as chess, poker, soccer, etc., it includes the modeling of conflict among nations, political campaigns, competition among firms, and trading behavior in markets such as the NYSE. How could you begin to model keyword auctions, and peer to peer file-sharing networks, without accounting for the incentives of the people using them? The course will provide the basics: representing games and strategies, the extensive form (which computer scientists call game trees), Bayesian games (modeling things like auctions), repeated and stochastic games, and more. We'll include a variety of examples including classic games and a few applications.
You can find a full syllabus and description of the course here: http://web.stanford.edu/~jacksonm/GTOC-Syllabus.html
There is also an advanced follow-up course to this one, for people already familiar with game theory: https://www.coursera.org/learn/gametheory2/
You can find an introductory video here: http://web.stanford.edu/~jacksonm/Intro_Networks.mp4...

WY

16 mai 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!

AS

26 janv. 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.

Filtrer par :

par Aishwarya U

•14 juin 2017

I really enjoyed the course, which I pursued, at a time, I was commencing a project on multi-agent systems. Basically, two opponent robots and how they'd "strategise" against each other, for different tasks.

The lectures/quizzes/ course structure were a HUGE boost to formulating and well, I wouldn't' go as far as saying, solving, but moving towards solving the research problem, as this course helped me understand the technicalities of game theory as well as develop an intuition towards the approach.

One more point I'd raise in praise, is how, as the instructors are from diverse backgrounds, it lends a certain universality to thinking about the applications that come with every week's module - which, is contrary to my usual style of learning, but in this case, mind-expanding.

All in all, I really enjoyed the structure, and look forward to learning and applying further in my doctoral studies. Thanks a lot to the instructors and Coursera for giving me the opportunity to do so!

par Francesco G

•15 oct. 2020

Very challenging and very interesting!

This is the hardest and most interesting course I have ever taken!

I have taken a few courses online in the last few months, as I believe in such a complicated time when even the most obvious logic is killed every day, we need to keep our brain sharp and our society united and tolerant.

Only a continuous dialogue and the awakening of human intelligence will save our societies.

After studying Game Theory again, I am more and more convinced that most of the so called "social distancing regulations" taken by Governments worldwide, are not only illegal, but also totally inefficient in the sense of not optimizing the outcomes for all stakeholders (either we consider the Pareto optimum or a Nash equilibrium), and creating strong economic and social distortions.

I will come back on this topic later on. Open about discussion with whoever is interested about the topic.

par Felix M

•17 janv. 2020

I think this course covers the basics of Game Theory well. The three professors are competent and explain the topics well. I also enjoyed the assignments because of their practical nature.

If I had to name possible improvements I would suggest three things. One of the professors tends to talk very fast and is hard to follow sometimes. While I enjoyed the assignments more real world examples and applications would have been nice. Finally, I think the last week before the final assignment (week 7) about coalition games felt a little bit rushed and I had a hard time doing the assignment based on the video lectures alone. I had to use external materials to finish the assignment. Of course, that is totally acceptable, but I didn't have to do that for the prior weeks which were self contained.

par Manhar M

•22 juin 2020

While I think the course material is really good for someone who has had a taste of game theory in the past and works as an excellent prerequisite to the advanced topics, the mathematical proofs should have been given more weightage. In addition, Prof. Yoav should work a little more on improving his explanatory skills, and giving some background before getting into algorithms that are derived from the field of computer science. Some additional readings and citing sources for certain topics would be useful for people wanting to read up more (like Prof. Jackson did for the proof for the Shapley Value). All in all, a pretty resourceful course.

par Nikolaj M

•9 oct. 2016

This course is great. The teachers provide excellent exposition of the problems, the formalization, and the solution concepts of generic agents and types of agents acting simultaneously, sequentially in games with complete and incomplete information. The math required is middle school probability calculation and equations. The formal definitions of games and concepts are more demanding, but a complete understanding of the formal definition is not required to solve the problem sets or the exam. The teachers are good at giving explanations and examples in a natural language to scaffold the understanding of the formal definitions.

par DS C

•25 août 2017

The course is superb. However, it would be nice to have more "first principles" examples and explanations, instead of frequently relying on convenient tricks such as iterated removal of strictly-dominated strategies, symmetry, and substitute-able MC answers. These tricks help tremendously in introducing new concepts, but not so much in solving generic problems. For example, while the Nash equilibrium is defined rigorously using best response, in quizzes it is often found by trial-and-error using the no-player-wishes-to-deviate concept instead of the definition.

par Rustam M

•13 juin 2020

Overall it was a very interesting and thought-provoking course with good explanations. The course conveyors break down some rather abstract concepts in a way that even an outsider can comprehend the logic and nature of Game Theory. However, I think that in general the course would benefit if more real life examples are provided, so to link the theoretical concepts with day-to-day examples, otherwise at times the content was slightly bland and tiresome to follow. But it certainly does not devalue the great job done by the Professors and Coursera.

par Yary R

•2 oct. 2019

I decided to undertake this course to help my idealism and my loath for unfairness by seeing what mathematical justification wrong doers have to do what they do. I have gotten my answer, even though I have just scratched the surface of a subject which I would define "sacred". The front of Plato's Academy used to read: "No one [is admitted] who is ignorant of Geometry". Today would add Games Theory as a must, together with Evolutionary Theory. A kind advice to those who are adept of Mathematics and wish to tread this world: learn Game Theory.

par Kyle L

•1 juil. 2017

I took this course as a refresher on Game Theory. I found it to be a solid way to refine my understanding of the fundamental concepts as well as to expand my exposure to more complex approaches. This course has a reasonable flow for beginner and intermediate learners, and also utilizes simulated games to create an interactive experience towards understanding the course content. I would recommend this course to anyone looking to develop a systematic (and quantifiable) outlook towards strategizing and decision-making.

par Mehul G

•27 nov. 2018

It was a very informative and mentally stimulating course. I thoroughly enjoyed this course and now look at the world in a different light: considering the pros and cons of each decision I make, critically analysing it. Therefore, I take it upon myself to personally recommend this course to all prospective learners or interested persons. All in all this course will make you a more rational and logical thinker, enabling you to understand the intricacies of everyday decision making.

par Kyle C

•15 mai 2017

I would not say that my specialty is math, or logical mathematical thinking, but I wanted to challenge myself by taking this course. The material, while difficult, was taught in a way that was very approachable, even for someone like myself, who had not attended a math class since my undergraduate education nearly a decade ago. The concepts were very interesting, and I had fun working out a path to solving the strategies, be it pure or mixed strategies, to solve each problem.

par Voo T V

•10 janv. 2017

5 out of 5!

I managed to finish this course in just 10 days. Pretty simple yet practical, providing a very good introduction of Game Theory.

Would totally recommend this to anyone who wants to start learning Game Theory. Assessments are easy relatively; focus more on practical calculations than theoretical questions (which I assumed will be asked in Advanced Level).

All 3 instructors are friendly and experienced in lecturing, which helps a lot in understanding the materials.

par juan m e b

•7 mars 2018

Great course to learn the fundamentals of game theory. My advice for an absolute begginer, as myself, it's studying before watching the lectures, given that not everything is going to be explained and some details and procedures may not be completely clear if you only watch the videos, therefore, is very important reading the recommended books in the syllabus, and some others, to get a better idea of what is a mixed strategy, bayesians games and the shapley value.

par Tze-Ern C

•23 juil. 2019

This was my first acquaintance with game theory and I enjoyed it thoroughly. I was interested in the concepts rather than the mathematics and was pleased that this approach still allowed me to follow the lectures and pass the quizzes. I thought that the quizzes sometimes contained questions that weren't quite covered by the lectures, but appreciated the explanations that came with the answers. I would be glad of a follow-up course on behavioural game theory.

par Adam K

•8 janv. 2017

Very interesting course. In my opinion in requires some mathematical background (e.g. to read mathematical notation) but more important is logical thinking. Sometimes you'd have to go an extra mile and find some external materials on particular topic to fully understand it but I'd say it's a good thing. I would recommend that course to anyone who knows that game theory exists but never really had a chance to explore it in more detail.

par Seth G L

•15 juin 2018

This course was highly informative, and covers essentially everything one should get in an introductory game theory class. However, I feel like there is a lot that is left unsaid in the section about cooperative games, particularly in regard to calculating the Shapley value over large games, non-transferable utility games, etc... Overall though, for one wanting to become acquainted with game theory, this is an excellent choice.

par Prabhupad B

•14 déc. 2020

The course is well structured to give a holistic idea of the application of Game Theory in the real world. It also covers all the important concepts of the subject with a detailed explanation. However, some parts of the course need improvement. The instructors can use more practical examples to connect to the economic side of game theory. The overall experience was excellent and the course was very informative.

par Joel B

•1 sept. 2020

I thoroughly enjoyed this course! I learned a lot, and it was good to see some practical examples of how to apply these skills, as an IR student this will also come in handy for my own work. My only complaint is I wish there were more example problems provided, as it was difficult at some points to apply the theory taught to only one example problem where I think more examples would have been useful.

par Athreya J B

•12 juin 2020

I took this course out of long-term interest to learn the concepts of Game Theory and study its applications to Economics. I am glad to say that the course successfully introduces and clarifies the basic concepts of the subject without much room for discontent. The lectures are clear, concise, and well-paced, and I would definitely recommend this course to anyone that is interested in the subject.

par Enrico P

•21 mai 2018

Simple and intuitive, all important definitions and theorems (without prof) are given with an incredible set of examples in the lectures and the quiz. All the lecturer make an effort to be clear an let people to understand the underlying meaning. Quiz are in general simpler than the whole theoretical aspects discussed in the lectures, but nevertheless illustrative. I will surely go for the next!

par Aliaksandr

•2 juin 2019

It was a really great intro into Game theory. Thanks a lot for your work. Sometimes I didn't have enough examples to understand the whole corner cases of theorems. But it pushed me to find that information in different sources which is also really good. So I don't know should you add more examples into your course or not). But in all cases thank you so much for you job. My best wishes.

par Pablo N

•31 juil. 2017

I really liked this course. It has encouraged me to go deeper into some very interesting topics covered here. Instructors are very clear and the examples are very well chosen. I totally recommend this course. Even if you do not want to go deep into detail, this course gives you an overview of the main Game Theory topics and also guides you in researching more profound explanations.

par Koa Y

•8 nov. 2018

It was a great introduction course for me as a 15 year old student. As I personally don't excel at symbols used in calculus I needed to work on that as I went through but I had a really fun time. Personally I would of liked the explanation of the formally written equations, but it probably was a problem that only I had as I am skipping a few steps of calculus. My Kindest Regards.

par Стёпа С

•27 déc. 2017

This course is hard but I like it, it was so interesting and this helped me deeper understand complected systems like - Why and how create such system like OpenBazar and P2P systems, there nothing about it in this course but it helped me to reason about potential behaviour of pears. This course provides me with new useful framework reasoning. maybe I would take the next part.

par RAMAKRISHNAN

•8 juin 2020

Various mathematical notations are used across the course, to explain the Utility , Probability for Various sets / sub-sets.

It would have been useful, if only an hour was dedicated at the beginning of the course to explain how these notations are to be read.

This would have been helpful for those who are not either well versant with Mathematical notations or had to re-fresh

- Recherche d'un but et d'un sens à la vie
- Comprendre la recherche médicale
- Le japonais pour les débutants
- Introduction au Cloud Computing
- Les bases de la pleine conscience
- Les fondamentaux de la finance
- Apprentissage automatique
- Apprentissage automatique à l'aide de SAS Viya
- La science du bien-être
- Recherche des contacts COVID-19
- L'IA pour tous
- Marchés financiers
- Introduction à la psychologie
- Initiation à AWS
- Marketing international
- C++
- Analyses prédictives & Exploration de données
- Apprendre à apprendre de l'UCSD
- La programmation pour tous de Michigan
- La programmation en R de JHU
- Formation Google CBRS CPI

- Traitement automatique du langage naturel (NLP)
- IA pour la médecine
- Doué avec les mots : écrire & éditer
- Modélisation des maladies infectieuses
- La prononciation de l'anglais américain
- Automatisation de test de logiciels
- Deep Learning
- Le Python pour tous
- Science des données
- Bases de la gestion d'entreprise
- Compétences Excel pour l'entreprise
- Sciences des données avec Python
- La finance pour tous
- Compétences en communication pour les ingénieurs
- Formation à la vente
- Gestion de marques de carrières
- Business Analytics de Wharton
- La psychologie positive de Penn
- Apprentissage automatique de Washington
- CalArts conception graphique

- Certificats Professionnels
- Certificats MasterTrack
- Google IT Support
- Science des données IBM
- Ingénierie des données Google Cloud
- IA appliqué à IBM
- Architecture Google Cloud
- Analyste de cybersécurité d'IBM
- Automatisation informatique Google avec Python
- Utilisation des mainframes IBM z/OS
- Gestion de projet appliquée de l'UCI
- Certificat stratégie de mise en forme
- Certificat Génie et gestion de la construction
- Certificat Big Data
- Certificat d'apprentissage automatique pour l'analytique
- Certificat en gestion d'innovation et entrepreneuriat
- Certificat en développement et durabilité
- Certificat en travail social
- Certificat d'IA et d'apprentissage automatique

- Diplômes en informatique
- Diplômes commerciaux
- Diplômes de santé publique
- Diplômes en science des données
- Licences
- Licence d'informatique
- MS en Génie électrique
- Licence terminée
- MS en gestion
- MS en informatique
- MPH
- Master de comptabilité
- MCIT
- MBA en ligne
- Master Science des données appliquée
- Global MBA
- Masters en innovation & entrepreneuriat
- MCS science de données
- Master en informatique
- Master en santé publique