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Game Theory The Problem of Strategic Behavior
What I do depends on what he does and … Vice versa
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What Von Neumann Was Trying to Do
A general solution to strategic behavior how each player should play And will play, being rational And assuming the other players are A solution that would cover Economics Politics foreign policy poker, … But what he actually did was
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Two Player Fixed Sum Game
Fixed Sum: What helps me hurts you Strategy: A full description of what I will do in any situation Including “flip a coin, if heads do A, if tails do B” Consider ”scissors paper stone” where being predictable loses Solution concept: A pair of strategies such that each is best against the other Does not include the benefit of stealing candy from babies Von Neumann demonstrated how to find the solution for any such game Provided, of course, that you have unlimited computing power to do it with
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Scissors Paper Stone The solution:
Roll a die out of sight of your opponent 1-2 scissors, 3-4 paper, 5-6 stone Whatever your strategy, I win 1/3rd, lose 1/3rd, tie 1/3rd Average payout zero If you follow the same strategy, whatever I do gets the same average payout So a Von Neumann solution And it does not matter if you know my strategy As long as you can’t see the die And similarly if I know yours Which is true in general of a VN solution
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Many Player Not Fixed Sum
VN Solution concept: A set of outcomes (who gets what) Such that any outcome not in the set is dominated by one in the set Where one outcome is dominated by another if The people who prefer it (get more in it) Are sufficient, working together, to get it There may be many different solutions Each containing many outcomes So a “solution” in a very weak sense
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Three Player Majority Vote: Allocating $1
Solution: (.5,.5,0), (0,.5,.5) (.5,0,.5) Consider any other allocation of the dollar There is always one of these that two people prefer So every other allocation is dominated by one of these Solution: (.1, x, .9-x) for all values of 0>x>.9 Also a solution, but one that includes An infinite number of allocations Try to find an allocation that isn’t dominated by one member of either the first or the second set of allocations
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Bilateral Monopoly Selling an apple Putting a child to bed
A Doomsday Machine
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The Human Doomsday Machine
Defer to me or I beat you up A fight hurts both of us, but … You don’t want to be hurt, so I don’t have to beat you up Hawk/Dove game Equilibrium number of hawks Why crimes of passion can be deterred
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Economics of Vice and Virtue
Economics of vice: The bully strategy Economics of virtue Why are there people who won’t steal Even if they are sure nobody is looking? What if your utility function was written on your forehead? The cost to me of hiring someone who will steal from me Is greater than the benefit to him of stealing from me So I will pay the honest man more than enough more so that honesty pays Your utility function is written on your forehead With a fuzzy pencil So honesty pays Unless you are a very talented con man
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Implication of the economics
The bully strategy only works for involuntary interactions If you announce at the employment interview that you beat people up if they don’t do what you want You don’t get the job The virtue strategy only works for voluntary interactions So a society where more interaction is voluntary will have less vice and more virtue. Nicer people
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Prisoner’s Dilemma Mike Confess Say Nothing Joe 2 years, 2 years
3 months, 5 years 5 years, 3 months 6 months, 6 months Dominance as a solution concept if choice A is better for me than choice B Whatever the other player does Then A dominates B “Confess” dominates “Say Nothing” for both criminals So they get 2 years each instead of 6 months each
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Repeated Prisoner’s Dilemma
With a fixed number of plays Both Criminals know they will betray on the last round So … A good reason not to get into that game
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Consider Plea Bargaining as a Real Prisoner’s Dilemma
If most defendants cop a plea The D.A. can spend lots of resources on those who don’t Which raises the risk to those who don’t Which makes those who do willing to accept worse terms They might all be better off going to trial Since the D.A. doesn’t have the resources to convict them all
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Some More Approaches to Solving Games
Nash Equilibrium Each player is acting optimally, given what every other player is doing This assumes we can freeze the other players while I adjust my strategy But what does “freeze” mean? Consider Oligopoly: A few firms in competition When I increase my output The other firms cannot keep both price and quantity fixed Because a larger quantity (due to my increase) implies a lower price If we assume they hold quantity fixed we get one equilibrium If we assume they hold price fixed, a different equilibrium So the outcome depends on how we define a strategy
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Subgame Perfect Equilibrium
A sequential game First I make a choice then you make a choice then Could be more than two players And each sequence of choices ends with a payoff for each player Go to the last choice, assume the chooser takes the branch that gives him the higher payoff. Cross off the other branch. Now the game is one step shorter Repeat as you go back up the diagram But …
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The Tantrum Game
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Commitment Strategies Matter
And kids have them too
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Implications We have solved nothing harder than scissors paper stone
But learned some useful ways of thinking about strategic behavior Commitment strategies matter Bilateral monopoly with a wide range may be expensive Crimes of passion are to some degree deterable Plea bargaining may make average sentences higher
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The Value of Life We measure value to you by our choices
You would not sell your heart for a million dollars Not even a billion Does that mean that the value of life is infinite? If so, or not, what are the implications? For building bridges and highways Paying for medical procedures Awarding damages for tortious loss of life And living
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Infinite Relative to What?
Relative to something of value, no Or we would all have much safer lives than we do Also more boring Relative to dollars to a dead man, yes The issue is not multiplying by infinity But dividing by zero 1,000,000/0 = ∞
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How Might We Measure the Value of Life?
Measured by revealed preference The choices we make Income premium for a risk of profession Price people will pay for additional safety What if the best surgeon costs more than the good surgeon?
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How Might We Use the Information?
Highway design Death panels–What Medicare will pay for FDA drug approval? Tradeoffs: More life, less money, risks Tort damages for tort loss of life How we now do it Based on the value of your life to everyone but you How we should do it—standard Pigouvian argument Hedonic damages
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Tort Damages for Loss of Life: The Problem
A damage payment plays two roles The disincentive to the injurer Compensation to the victim There is no reason to expect the optimal sum to be the same for both In the case of loss of life, “compensation” is life insurance The fact that I don’t want any (no wife or children, or I am already wealthy) Does not mean that my life is of no value to me The solution Base damages on the value of my life to me and Let me sell life insurance on myself I can then spend the money in the future where I am not killed So the value is measured in dollars when I am alive, and finite
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A Market in Inchoate Torts
What I am selling is only life insurance if I am tortuously killed So it is really my tort claim for a tort that has not yet happened There are two reasons why this can’t be done at present Damages awarded are not based on the value of my life to me And tort claims cannot be sold in advance Or sold at all, save in a few limited cases Contingency fee for a lawyer Selling the claim to the defendant—an out of court settlement
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Other Advantages to Making Tort Claims Marketable
Protecting the poor—who cannot afford a lawyer That was the system in saga period Iceland Where all prosecution and enforcement were private Kill someone, his relatives sue you Our legal system is only a thousand years behind theirs Finding the right lawyer The poor plaintiff might find a firm to take the case on a contingency basis But how does he know which firm will do the best job? The one that offers the highest price for his claim More advantages to be discussed later
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Damages for Injury Losing your vision lowers both
Your utility and Your ability to turn dollars into utiles Fully compensating you ex post May be impossible And transfers from high MUI to low MUI The blind billionaire problem But we could fully compensate ex ante Just as with loss of life By letting you sell as much of the damages as you want in advance Keep the rest as insurance
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Damages for Injury in Jewish and Islamic Law
How much is your right arm worth? What we need is a market And they had one How much would you be worth if sold as a slave with both arms? How much less with only one arm? The difference is the damage for the loss to you of the arm Maimonides included a term for pain and suffering If condemned to have your hand cut off How much would you pay to have it done under drugs (opium?) That’s how much more the person who cut your hand owes you
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Thinking About the Unthinkable
People don’t like the idea of setting a value on life A car company that could make the car safer and doesn’t Because it costs $100,000,000 per life saved And it doesn’t think the customers value their lives that high Would be wise not to leave evidence that it made that decision Lots of government decisions have an implicit value of life When is it worth banking a curve on a highway, for example What medical care will Medicaid fund If you calculate the implicit value, it varies enormously from one decision to another Possibly because politicians and bureaucrats also find it prudent not to be too explicit that that is what they are doing Why “Death Panels” was effective rhetoric
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To Think About Why is Marriage Different?
Why are patent law and copyright law so different? Why are some torts strict liability, some negligence? How, in principle, do you set the punishment for a crime? Why do we have both criminal law and tort law?
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