1/17/06
v Strategic Behavior: The Idea
¯ A lot of what we do involves optimizing
against nature
¤ Should I take an umbrella?
¤ What crops should I plant?
¤ How do we treat this disease or injury?
¤ How do I fix this car?
¯ We sometimes imagine it as a game against
a malevolent opponents
¤ Finagle's Law: If Something Can Go Wrong,
It Will
¤ "The perversity of inanimate
objects"
¤ Yet we know it isn't
¯ But consider a two person zero sum game,
where what I win you lose.
¤ From my standpoint, your perversity is a
fact not an illusion
¤ Because you are acting to maximize your
winnings, hence minimize mine
¯ Consider a non-fixed sum game--such as
bilateral monopoly
¤ My apple is worth nothing to me (I'm
allergic), one dollar to you (the only customer)
¤ If I sell it to you, the sum of our gains
is É ?
¤ If bargaining breaks down and I don't
sell it, the sum of our gains is É
?
¤ So we have both cooperation--to get a
deal--and conflict over the terms.
¤ Giving us the paradox that
á
If I will
not accept less than $.90, you should pay that, but É
á
If you will
not offer more than $.10, I should accept that.
¤ Bringing in the possibility of bluffs,
commitment strategies, and the like.
¯ Consider a many player game
¤ We now add to all the above a new element
¤ Coalitions
¤ Even if the game is fixed sum for all of
us put together
¤ It can be positive sum for a group of
players
¤ At the cost of those outside the group
v Ways of representing a game
¯ Like a decision theory problem
¤ A sequence of choices, except that now some
are made by player 1, some by player 2 (and perhaps 3, 4, É)
¤ May still be some random elements as well
¤ Can rapidly become unmanageably
complicated, but É
¤ Useful for one purpose: Subgame Perfect
Equilibrium
¤ Back to our basketball player--this time
a two person game
¤ But É Tantrum/No Tantrum game
¤ So Subgame Perfect works only if
commitment strategies are not available
¯ As a strategy matrix
¤ Works for all two player games
¤ A strategy is a complete description of
what the player will do under any circumstances
¤ Think of it as a computer program to play
the game
¤ Given two strategies, plug them both in,
players sit back and watch.
¤ There may still be random factors, but É
¤ One can define the value of the game to
each player as the average outcome for him.
¯ Dominant Solution: Prisoner's Dilemma as
a matrix
¤ There is a dominant pair of
strategies--confess/confess
á
Meaning
that whatever Player 1 does, Player 2 is better off confessing, and
á
Whatever
Player 2, does Player 1 is better off confessing
á
Even though
both would be better off if neither confessed
|
Baxter |
||
Confess |
Deny |
||
Chester |
Confess |
10,0 |
0,15 |
Deny |
15,0 |
1,1 |
¤ How to get out of this?
á
Enforceable
contract
¬ I won't confess if you won't
¬ In that case, using nonlegal mechanisms
to enforce
á
Commitment
strategy--you peach on me and when I get out É
¯ Von Neumann Solution
¤ Von Neumann proved that for any 2 player
zero sum game
¤ There was a pair of strategies, one for
player A, one for B,
¤ And a payoff P for A (-P for B)
¤ Such that if A played his strategy, he
would (on average) get at least P whatever B did.
¤ And if B played his, A would get at most
P whatever he did
¯ Nash Equilibrium
¤ Called that because it was invented by
Cournot, in accordance with Stigler's Law
á
Which holds
that scientific laws are never named after their real inventors
á
Puzzle: Who
invented Stigler's Law?
¤ Consider a many player game.
á
Each player
chooses a strategy
á
Given the
choices of the other players, my strategy is best for me
á
And
similarly for everyone else
á
Nash
Equilibrium
¤ Driving on the right side of the road is
a Nash Equilibrium
á
If everyone
else drives on the right, I would be wise to do the same
á
Similarly
if everyone else drives on the left
á
Multiple
equilibria
¤ One problem: It assumes no coordinated
changes
á
A crowd of
prisoners are escaping from Death Row
á
Faced by a
guard with one bullet in his gun
á
Guard will
shoot the first one to charge him
á
Standing
still until they are captured is a Nash Equilibrium
¬ If everyone else does it, I had better do
it too.
¬ Are there any others?
á
But if I
and my buddy jointly charge him, we are both better off.
¤ Second problem: Definition of Strategy is
ambiguous. If you are really curious, see the game theory chapter
in my webbed Price Theory
v Solution Concepts
¯ Subgame Perfect equilibrium--if it exists
and no commitment is possible
¯ Strict dominance--"whatever he does
É" Prisoner's Dilemma
¯ Von Neumann solution to 2 player game
¯ Nash Equilibrium
¯ And there are more