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.
제공자:
게임 이론
스탠퍼드 대학교이 강좌에 대하여
귀하가 습득할 기술
- Game Theory
- Backward Induction
- Bayesian Game
- Problem Solving
제공자:
스탠퍼드 대학교
The Leland Stanford Junior University, commonly referred to as Stanford University or Stanford, is an American private research university located in Stanford, California on an 8,180-acre (3,310 ha) campus near Palo Alto, California, United States.
브리티시 컬럼비아 대학교
The University of British Columbia is a global centre for research and teaching.
강의 계획표 - 이 강좌에서 배울 내용
Week 1: Introduction and Overview
Introduction, overview, uses of game theory, some applications and examples, and formal definitions of: the normal form, payoffs, strategies, pure strategy Nash equilibrium, dominant strategies
Week 2: Mixed-Strategy Nash Equilibrium
pure and mixed strategy Nash equilibria
Week 3: Alternate Solution Concepts
Iterative removal of strictly dominated strategies, minimax strategies and the minimax theorem for zero-sum game, correlated equilibria
Week 4: Extensive-Form Games
Perfect information games: trees, players assigned to nodes, payoffs, backward Induction, subgame perfect equilibrium, introduction to imperfect-information games, mixed versus behavioral strategies.
검토
- 5 stars71.34%
- 4 stars22.50%
- 3 stars3.93%
- 2 stars1.14%
- 1 star1.07%
게임 이론의 최상위 리뷰
Amazing course! Gives great deal of insight into the subject! Just love the way Kevin explains! Matt could actually work on his stammering; or probably slow down a bit. The content was top notch! ;)
Should have more theoretical questions in assignments. Questions which render one to think for hours are required. Essentially, right now assignments are pure pattern matching.
I enjoyed learning about Game theory. The course syllabus was extremely interesting and pushed me to read and research more about Game theory. It has helped me a lot with my personal growth.
The course is generally good. The exercises however are not very well explained. Furthermore, it would be nice to have a pdf from the course in order to be able to study independently.
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