Game Theory 101 Lecture Notes

Jul 25, 2024

Game Theory 101 Introduction

Instructor: William Spaniel

Overview

  • Lecture series on basic introductory game theory.
  • Duration: 30 to 40 videos.

What is Game Theory?

  • Definition: Study of strategically interdependent behavior.
  • Strategic Interdependence: Outcomes depend on actions of multiple players.
    • Can involve winning vs. losing.
    • Broader applicability (cooperation vs. competition).

Why Study Game Theory?

  1. Theoretical Importance
    • Complex logic of interactive behavior requires solid theoretical frameworks.
    • Game theory provides accounting standards for logical consistency.
  2. Practical Applications
    • Helps in connecting diverse situations and thinking on your feet.
    • Personal anecdote: used knowledge of game theory to navigate a police situation.

Course Structure

  • Three Chapters
    1. Chapter 1: Simultaneous Move Games

      • Strategies developed independently.
      • Examples: soccer penalty kicks, police interrogations, stoplight decisions.
      • Key Topics:
        • Strict dominance
        • Iterated elimination of strictly dominated strategies
        • Pure strategy Nash equilibrium
        • Best responses
        • Mixed strategy Nash equilibrium
        • Weak dominance
    2. Chapter 2: Extensive Form Games

      • Players take turns making moves.
      • Examples: war plans, police searches.
      • Key Topics:
        • Backward induction
        • Sub-game perfect equilibrium
        • Credible threats
        • Commitment problems
        • Forward induction
    3. Chapter 3: Advanced Strategic Form Games

      • Generalizing chapter 1 concepts.
      • Key Topics:
        • Comparative statics
        • Knife edge equilibria
        • Symmetric zero-sum games

Prerequisites

  • Generally, high school algebra is necessary.
  • Basic understanding of calculus is useful but not mandatory (missing calculus won't affect understanding significantly).
  • Personal reassurance: instructor succeeded in mathematics and now teaches game theory.

Grading and Textbook

  • Grading: Online class; viewing this video earns you an A.
  • Textbook Recommendation: "Game Theory 101: The Complete Textbook" written by the instructor.
    • Designed to complement video series with more examples.
    • Affordable price (~$3.99).
    • Aimed at teaching rather than being a reference manual.
  • A la carte options for chapters available but more expensive than purchasing the full book.

Next Steps

  • Upcoming topic: Solving a game, starting with the Prisoner's Dilemma.

Reminder: Join the next video for further insights!