machine-learning-nanodegree

Class notes for the Machine Learning Nanodegree at Udacity

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Game Theory

What is Game Theory?

What is Game Theory

Simple game

Given the simple game below:

A Simple Game

Minimax

The game-matrix can be calculated as:

Minimax

And the result of minimax for this game is 3, because of the Fundamental Result Theorem.

Fundamental Result Theorem

Fundamental Result Theorem

Non-deterministic Game

Non-deterministic Game

Von Neumann Theorem

Von Neumann Theorem

The “Other Theorem” is the Fundamental Result Theorem.

Hidden information Game

Hidden information Game

Hidden information Game 2

Mixed Strategy

Mixed Strategy

Mini poker result

Mini Poker Result

Prisioner’s Dilemma (Non Zero Sum Game)

Prisioner's Dilemma

Nash Equilibrium

Nash Equilibrium

Nash Equilibrium Example

Nash Equilibrium Example

Nash Equilibrium Implications

Nash Equilibrium Implications

Summary

Game theory summary

Additional References: