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Introduction to Game Theory

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It is no longer enough for you to choose the best action for yourself. ... Many sciences are now using it. Read Dixit and Nalebuff! ... – PowerPoint PPT presentation

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Title: Introduction to Game Theory


1
Introduction to Game Theory
2
What is Strategic Behavior?
  • The hallmark of a game is strategic behavior
  • What you choose affects both me and you.
  • And vice versa
  • It is no longer enough for you to choose the best
    action for yourself.
  • You must chose the best action, knowing that what
    I choose affects you and that I am fully aware of
    the way we are interacting.

3
Great Book
4
Anticipate your rivals response
  • Many games occur sequentially
  • You move
  • Then I move
  • Then you react
  • Example Charlie Brown and Lucy with a football

5
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6
The First Basic Principle
  • Rule 1 Look ahead and reason back
  • This principle is called backward induction
  • You can use it in decision that do not involve
    the strategic behavior of your rival
  • But it is especially powerful when you can
    anticipate what your rival will actually do.
  • So it is very valuable in game theory

7
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8
Application Bargaining
  • There is an ice-cream cake. Round 1 its my turn
  • I offer you a piece of a certain size
  • You say yes or no
  • This is the end of round 1
  • Round 2 now its your turn
  • You offer me a piece of a certain size
  • I say yes or no
  • This is the end of round 2
  • The ice cream cake will completely melt by the
    end of round 1
  • What happens?

9
Bargaining (part 2)
  • The ice cream cake will completely melt after the
    second round
  • What happens?
  • The ice cream cake will completely melt after the
    third round
  • What happens?

10
Answers
  • In the first case, I get the whole cake
  • In the second case, I get half the cake
  • In the third case, I get 2/3 of the cake

11
Some lessons
  • The order of moves matters quite a bit
  • The value of your outside options matters quite a
    bit too

12
Seeing through your rival
  • Often we both need to act at the same time
  • This means I need to think about what you are
    doing.
  • In the previous examples, I saw what you did and
    then reacted to your choice
  • Now I need to think about what you may well do.
  • You are in the same quandary
  • We both understand these facts

13
Times Sales
14
Dominant Strategy
  • Which choice is best for Time, NO MATTER WHAT
    Newsweek does?
  • This is a dominant strategy

15
Times Sales
16
Newsweeks Sales
17
Newsweeks Sales
18
Equilibrium for this game
  • Both firms run with the cover story about AIDS
  • This game is dominance solvable
  • It is too bad that they both end up losing money
    compared with some other arrangement such as
    alternating back and forth between hot covers

19
Equilibrium for this game
  • Both firms run with the cover story about AIDS
  • This game is dominance solvable
  • It is too bad that they both end up losing money
    compared with some other arrangement such as
    alternating back and forth between hot covers

20
Slightly more interesting game
  • Slight bias in favor of Time
  • Same cover story means 60 of the people go to
    Time

21
Times Sales
22
Newsweeks Sales
23
Solution to this Game
  • Newsweek can figure out what time will do
  • Time doesnt even care what Newsweek will choose
  • Rule 2 If you have a dominant strategy, then use
    it!

24
Offense Expected Yards
25
Special kind of game
  • This is a zero-sum game
  • Whatever the offense gets, the defense loses
  • And vice versa
  • Blitz is a dominated strategy

26
Offense Expected Yards
27
(Reduced Game has a dominant strategy for Offense)
28
The Solution
  • The defense knows not to blitz
  • The offense knows that it is best to pass
  • The defense will chose to counter the pass
  • Rule 3 Eliminate dominated strategies and go on
    doing so successively

29
Americas Payoffs
30
Farawayastans Payoffs
31
Nash Equilibrium
  • Two mutual (simultaneous) best responses
  • If America fights, Farawayastan will fight
  • If Farawayastan fights, Amercia will fight
  • There is a Peaceful equilibrium too
  • There is an equilibrium with randomized responses
    too

32
Final Principle
  • Rule 4 Having exhausted the simple avenues of
    finding a dominant strategy or eliminating
    dominated strategies, the next thing to do is to
    look for an equilibrium of the game.

33
Conclusion
  • Game theory is the most exciting branch of
    economics.
  • Many sciences are now using it
  • Read Dixit and Nalebuff!
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