In this 2-hour long project-based course, you will learn the game theoretic concepts of Two player Static and Dynamic Games, Pure and Mixed strategy Nash Equilibria for static games (illustrations with unique and multiple solutions), Example of Axelrod tournament. You will be building two player Nash games and analyze them using Python packages Nashpy and Axelrod, especially built for game theoretic analyses. Also, you will gain the understanding of computational mechanisms related to the aforementioned concepts.
Game Theory with Python
Taught in English
Instructor: Barsha Saha
8,174 already enrolled
Included with
Guided Project
Recommended experience
(85 reviews)
What you'll learn
Gain conceptual understanding of Static and Dynamic Games
Understand Pure and Mixed strategies of a game and learn to interpret the results
Learn to implement Nash Games using Python packages Nashpy and Axelrod
Skills you'll practice
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Guided Project
Recommended experience
(85 reviews)
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About this Guided Project
Learn step-by-step
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Two player Static Games
Mixed Strategies and Utilities
Pure Strategy Nash Equilibrium
Multiple Nash Equilibria
Zero Sum Games and Mixed Strategies
Two player Dynamic Games
Analysis of Dynamic Games
Recommended experience
Familiarity with Python programming (specifically Python 3) and concepts of game theory is preferred. Learners must have an existing Google Account .
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Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
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Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
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