GAME THEORY
Outline

 What is game theory?
 History of game theory.
 Application of game theory.
 Key elements of game theory.
 Types of game.
 Nash Equilibrium(NB)
 Pure strategies and mixed strategies.
 2 players Zero- sum game.
Game theory
Game theoryi s the analysis of conflict and cooperation
among intelligent rational decision makers.

A decision maker is said to be rational if he makes
decisions consistently in a pursuit of his own objectives.
In a game, two or more individuals make decisions that
inuence each others expected utility.
The decision makers are called the players.
The decision objects of players are generally called
strategies.
Game theory uses two basic tools
Models offers two games.
There is a variety of models that represent dierent
scenarios that might show up in real-life situations-

Solution concepts.
Solution concepts are predictions about what rational intelligen
players should play.
History of game theory
 Von Neumann wrote a key paper in 1928

 1944:”Theory of games and Economic Behaviour
  "by von Neumann and Morgenstern

 1950:Nash invent concepts of Nash equilibrium

 Game theory booms after this….

 1944:Harsani,Nash and Selten win Nobel prize in
  economics for game theory work
Application of Game Theory
 Mathematics               Psychology
 Computer science          Law
 Biology                   Military Strategy
 Economics                 Sports
 Political science         Game Playing
 International Relation
 Philosophy
Key elements of a Game
 Players: Who is interacting?
 Strategies: What are their options?
 Payoffs: What are their incentives?
 Information: What do they work?
 Rationality: How do they think?
Types of games
 Cooperative or non-cooperztive
 Zero sum and non –zero sum
 Simultaneous and sequential
 Perfect information and imperfect information
 Finite and Infinite Strategies
Pure Strategies
 The upper value of the game is equel to the
  minimum of the maximum values in the columns
 The lower value of the game is equalto the
  maximum of the minimum values in the rows.
An Example
          A
B             Y1    Y2   Minimum

X1            10    6    6



X2            -12   7    -12



Maximum       10    6              6
                         7
Mixed Strategies
 A mixed strategy game exists when there is no
  saddle point. Each player will then optimize their
  expected gain by determining the percent of time
  to use each strategy
Nash Eqilibrium(NE)
 A player’s best strategy is that strategy that
  maximizes that player’s payoff(utility)’knowing
  the strategy’s of the other players.
Penny Matching:
 Each of the two players has a penny.
 2 players must simultaneously choose whwther to show the
  Head or the Tail.
 Both players know the following rules:
   If two pennies match (both heads or both tails ) then
    players 2 wins payer1’s penny.
   Otherwise,player 1 wins player 2’s penny

                                Player 2
                         Head                Tail

                  Head
                         -1     ,        1   1      ,   -1
       Player 1
                  Tail
                         1      ,   -1       -1     ,    1
Prisoner’s Dilemma
 No communication:
   Strategies must be undertaken without the full
    knowledge of what the the other players
    (prisoners)will do.

 Players (prisoners) develop dominant strategies
  but are not necessarily the best one.
Payoff Matrix for Prisoner’s
  Dilemma Ted
                       Confess           Not confess
          Confess
                     Both get 5 years   1 year for Bill
                                        10 years for ted
Bill

                   10 years for Bill    Both get 3 years
       Not Confess 1 year for Ted
An Example of Mixed Startegy
game
                 A
                     B believes   B doesn’t believe
          B

      A bluffs              1               0


 A doesn’t bluff             0              0.5
Nash Equilibrium

 This equilibrium occurswhen player’s strategy
  is optimal,knowing the strategy’s of the other
  player’s.
 A player’s best strategy is thet startegy that
  maximize that player’s payoff(utility),
  knowing the strategy’s of the other players.
 So when each player within a game follows
  their best strategy, a Nash Equilibrium will
  occur.

Econ

  • 1.
  • 2.
    Outline  What isgame theory?  History of game theory.  Application of game theory.  Key elements of game theory.  Types of game.  Nash Equilibrium(NB)  Pure strategies and mixed strategies.  2 players Zero- sum game.
  • 3.
    Game theory Game theoryis the analysis of conflict and cooperation among intelligent rational decision makers. A decision maker is said to be rational if he makes decisions consistently in a pursuit of his own objectives. In a game, two or more individuals make decisions that inuence each others expected utility. The decision makers are called the players. The decision objects of players are generally called strategies.
  • 4.
    Game theory usestwo basic tools Models offers two games. There is a variety of models that represent dierent scenarios that might show up in real-life situations- Solution concepts. Solution concepts are predictions about what rational intelligen players should play.
  • 5.
    History of gametheory  Von Neumann wrote a key paper in 1928  1944:”Theory of games and Economic Behaviour "by von Neumann and Morgenstern  1950:Nash invent concepts of Nash equilibrium  Game theory booms after this….  1944:Harsani,Nash and Selten win Nobel prize in economics for game theory work
  • 6.
    Application of GameTheory  Mathematics  Psychology  Computer science  Law  Biology  Military Strategy  Economics  Sports  Political science  Game Playing  International Relation  Philosophy
  • 7.
    Key elements ofa Game  Players: Who is interacting?  Strategies: What are their options?  Payoffs: What are their incentives?  Information: What do they work?  Rationality: How do they think?
  • 8.
    Types of games Cooperative or non-cooperztive  Zero sum and non –zero sum  Simultaneous and sequential  Perfect information and imperfect information  Finite and Infinite Strategies
  • 9.
    Pure Strategies  Theupper value of the game is equel to the minimum of the maximum values in the columns  The lower value of the game is equalto the maximum of the minimum values in the rows.
  • 10.
    An Example A B Y1 Y2 Minimum X1 10 6 6 X2 -12 7 -12 Maximum 10 6 6 7
  • 11.
    Mixed Strategies  Amixed strategy game exists when there is no saddle point. Each player will then optimize their expected gain by determining the percent of time to use each strategy
  • 12.
    Nash Eqilibrium(NE)  Aplayer’s best strategy is that strategy that maximizes that player’s payoff(utility)’knowing the strategy’s of the other players.
  • 13.
    Penny Matching:  Eachof the two players has a penny.  2 players must simultaneously choose whwther to show the Head or the Tail.  Both players know the following rules:  If two pennies match (both heads or both tails ) then players 2 wins payer1’s penny.  Otherwise,player 1 wins player 2’s penny Player 2 Head Tail Head -1 , 1 1 , -1 Player 1 Tail 1 , -1 -1 , 1
  • 14.
    Prisoner’s Dilemma  Nocommunication:  Strategies must be undertaken without the full knowledge of what the the other players (prisoners)will do.  Players (prisoners) develop dominant strategies but are not necessarily the best one.
  • 15.
    Payoff Matrix forPrisoner’s Dilemma Ted Confess Not confess Confess Both get 5 years 1 year for Bill 10 years for ted Bill 10 years for Bill Both get 3 years Not Confess 1 year for Ted
  • 16.
    An Example ofMixed Startegy game A B believes B doesn’t believe B A bluffs 1 0 A doesn’t bluff 0 0.5
  • 17.
    Nash Equilibrium  Thisequilibrium occurswhen player’s strategy is optimal,knowing the strategy’s of the other player’s.  A player’s best strategy is thet startegy that maximize that player’s payoff(utility), knowing the strategy’s of the other players.  So when each player within a game follows their best strategy, a Nash Equilibrium will occur.