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Game Theory

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Russian Conductor studying Tchaikovsky score on the train to Minsk ... If Conductor commits to 'Don't Confess', Tchaikovsky has an incentive to confess ... – PowerPoint PPT presentation

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Title: Game Theory


1
Game Theory
  • The study of rational behavior among
    interdependent agents
  • Common interest to make the pie as large as
    possible, but
  • Competing interests to maximize their own share
    of the pie.
  • An agents rational decisions require
    anticipating rivals responses
  • Uncertainty is a necessary feature of games

2
Prisoners Dilemma
  • During the Stalinist Era
  • Russian Conductor studying Tchaikovsky score on
    the train to Minsk
  • Arrested by the KGB
  • Thrown into prison
  • For three days, he is told nothing
  • .Then

3
Prisoners Dilemma
  • We have your friend Tchaikovsky and he is
    starting to talk
  • Should the conductor confess?

4
Prisoners Dilemma Payoff Matrix (C, T)
Tchaikovsky
Confess Dont Confess
Conductor
( -8, -8)
( 0, -15)
Confess
( -15, 0)
Dont Confess
( -1, -1)
5
Prisoners Dilemma Suppose Tchaikovsky confesses
Tchaikovsky
Confess Dont Confess
Conductor
( -8, -8)
( 0, -15)
Confess
( -15, 0)
Dont Confess
( -1, -1)
6
Prisoners Dilemma Suppose Tchaikovsky doesnt
confess
Tchaikovsky
Confess Dont Confess
Conductor
( -8, -8)
( 0, -15)
Confess
( -15, 0)
Dont Confess
( -1, -1)
7
Prisoners Dilemma
  • Conclusion
  • The Conductor will confess
  • And Tchaikovsky?

8
Prisoners Dilemma Suppose Conductor confesses
Tchaikovsky
Confess Dont Confess
Conductor
( -8, -8)
( 0, -15)
Confess
( -15, 0)
Dont Confess
( -1, -1)
9
Prisoners Dilemma Suppose Conductor doesnt
confess
Tchaikovsky
Confess Dont Confess
Conductor
( -8, -8)
( 0, -15)
Confess
( -15, 0)
Dont Confess
( -1, -1)
10
Prisoners Dilemma
  • Conclusion
  • Tchaikovsky confesses also
  • Both get 8 years
  • Could get off with one year each if they
    cooperated
  • For both, confession is a dominant strategy a
    strategy that yields a better outcome regardless
    of the opponents choice

11
Equilibrium
  • Nash Equilibrium Neither player has an
    incentive to change strategy, given the other
    players choice
  • Both confess is a Nash Equilibrium
  • Both dont confess is not a Nash Equilibrium,
    rival will always want to renege
  • Noncooperative equilibrium in the Prisoners
    dilemma results in a solution that is not the
    best possible outcome for the parties.

12
Go Back to Prisoners Dilemma What would the
Conductor and Tchaikovsky decide if they could
negotiate?
  • They could both become better off if they reached
    the cooperative solution.
  • which is why police interrogate suspects in
    separate rooms.

13
Go back to Prisoners DilemmaIs there a way to
generate the cooperative solution?
Tchaikovsky
Confess Dont Confess
Conductor
( -8, -8)
( 0, -15)
Confess
( -15, 0)
Dont Confess
( -1, -1)
14
Go back to Prisoners DilemmaIs there a way to
generate the cooperative solution?
  • Not a Nash Equilibrium
  • If Conductor commits to Dont Confess,
    Tchaikovsky has an incentive to confess
  • If Tchaikovsky commits to Dont Confess,
    Conductor has an incentive to confess
  • Role of a contractto commit parties to actions
    they would not undertake voluntarily

15
Economic Application Duopoly Game(?A, ?B)
Firm B
Cheat Collude
Firm A
( 100, 100)
( 250, 50)
Cheat
( 50, 250)
Collude
( 200, 200)
16
Duopoly Game
  • Nash equilibrium Both Cheat
  • Both Cheating means we get closer to the social
    optimum

17
Dominant Firm Game
  • Two firms, one large and one small
  • Either firm can announce an output level (lead)
    or else wait to see what the rival does and then
    produce an amount that does not saturate the
    market.
  • Numbers are firm profit

18
Dominant Firm Game
Dominant
Lead Follow
Subordinate
( 0.5, 4)
( 3, 2)
Lead
( 1, 8)
Follow
( 0.5, 1)
19
Dominant Firm Game Subordinate Leads
Dominant
Lead Follow
Subordinate
( 0.5, 4)
( 3, 2)
Lead
( 1, 8)
Follow
( 0.5, 1)
20
Dominant Firm Game Subordinate Follows
Dominant
Lead Follow
Subordinate
( 0.5, 4)
( 3, 2)
Lead
( 1, 8)
Follow
( 0.5, 1)
21
Dominant Firm Game
  • Conclusion
  • Dominant Firm will always lead..
  • But what about the Subordinate firm?

22
Dominant Firm Game Dominant Follows
Dominant
Lead Follow
Subordinate
( 0.5, 4)
( 3, 2)
Lead
( 1, 8)
Follow
( 0.5, 1)
23
Dominant Firm Game Dominant Leads
Dominant
Lead Follow
Subordinate
( 0.5, 4)
( 3, 2)
Lead
( 1, 8)
Follow
( 0.5, 1)
24
Dominant Firm Game
  • Conclusion
  • No dominant strategy for the Subordinate firm.
  • Does this mean we cannot predict what they will
    do?

25
Dominant Firm Always Leads
Dominant
Lead Follow
Subordinate
( 0.5, 4)
( 3, 2)
Lead
( 1, 8)
Follow
( 0.5, 1)
26
Dominant Firm Game
  • Conclusion
  • Subordinate firm will always follow, because
    dominant firm will always lead.

27
Equilibrium
  • Nash Equilibrium Neither player has an
    incentive to change strategy, given the other
    players choice
  • Dominant Lead Subordinate Follow is a Nash
    Equilibrium
  • A players best option may be dictated by
    anticipating the rivals best option
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