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Understanding Nash Equilibrium in Game Theory

Apr 21, 2025

Nash Equilibrium

Introduction

  • Named after John Nash, portrayed by Russell Crowe in "A Beautiful Mind."
  • Concept from game theory, which studies strategic decision-making in games.
  • Relevant to scenarios like the Prisoner's Dilemma.

Definition of Nash Equilibrium

  • A stable state in a system with multiple participants.
  • No participant can gain by changing their strategy if others' strategies remain unchanged.
  • Originates from Princeton, where John Nash spent a significant part of his career.

Analysis of Different States in the Prisoner's Dilemma

State 1

  • Participants: Al and Bill both deny.
  • Outcome: Not a Nash equilibrium.
    • Al can gain by changing strategy from deny to confess (improves from two years to one year)
    • Bill can improve by changing from deny to confess (improves from two years to one year)

State 2

  • Participants: Al confesses, Bill denies.
  • Outcome: Not a Nash equilibrium.
    • Al gains nothing by changing from confess to deny (worsens from one year to two years).
    • Bill can improve by changing from deny to confess (improves from ten years to three years).

State 3

  • Participants: Bill confesses, Al denies.
  • Outcome: Not a Nash equilibrium.
    • Al can improve by changing from deny to confess (improves from ten years to three years).
    • Bill cannot improve by changing from confess to deny (worsens from three years to ten years), but Al's potential to change invalidates equilibrium.

State 4

  • Participants: Both confess.
  • Outcome: Nash equilibrium.
    • Al cannot gain by changing from confess to deny (worsens from three years to ten years).
    • Bill cannot gain by changing from confess to deny (worsens from three years to ten years).
    • No participant can gain by unilateral change; stable state.

Conclusion

  • Nash equilibrium signifies a state where no player benefits from changing their strategy alone.
  • In the Prisoner's Dilemma, only state 4 represents a Nash equilibrium, where both confess.