Game Theory: Nash Equilibrium

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Presentation transcript:

Game Theory: Nash Equilibrium Day 7

Non-Zero-Sum Games Payoffs do not sum to zero nor can be rewritten as such In general, the interests of players are not strictly opposed and not strictly coincident. Game combines competition as well as opportunities for cooperation Cooperation may require communication between players Analysis depends on what kind of assumptions we make about how the players can communicate with each other Non-Zero-Sum games can be of pure or mixed strategy for each player. As well as one player may have a zero-sum game.

Nash Equilibrium Solution concept for a strategic form, non-cooperative, non-zero-sum game! No player has anything to gain by changing only his own strategy unilaterally. If each player has chosen a strategy and no player can benefit by changing strategies while the other players keep theirs unchanged, then the current set of strategy choices and the corresponding payoffs constitute a Nash equilibrium. Anecdotally: Rose and Colin are in Nash equilibrium if Rose is making the best decision she can, taking into account Colin's decision, and Colin is making the best decision he can, taking into account Rose's decision. Likewise, a group of players are in Nash equilibrium if each one is making the best decision that he or she can, taking into account the decisions of the others.

John Nash John Nash was born on June 13, 1928, in Bluefield, West Virginia Attended Princeton University studied mathematics (first interest in game theory) Math Faculty at MIT Nash went on to solve a series of impressive mathematical problems. In July 1958,Fortune magazine named him one of the brightest mathematicians in the world (30 years old). Research position at Princeton Suffers from Schizophrenia Took off to Europe twice Was committed Left cryptic formulas on Princeton blackboards (dubbed “The Phantom) As he aged, his delusions and suffering lessoned Won Nobel Peace Prize in Economics (1994) for work in game theory Continues studying mathematics and game theory at Princeton Nash received an honorary degree, Doctor of Science and Technology, from Carnegie Mellon University in 1999, an honorary degree in economics from the University of Naples Federico IIon March 19, 2003,[35] an honorary doctorate in economics from the University of Antwerp in April 2007 John F. Nash, 1928 -

Examples Prisoner’s Dilemma (confess, confess) Confess is a dominant strategy Both parties will rationally choose to confess, even though they could be better off denying together. Each party does this because, considering the possible options of the other party, they always found the better option was to confess. When neither party has an incentive to change their strategy, they are in “Nash Equilibrium” Battle of the Sexes No dominant strategy Player 1 (husband) responds to player 2 (wife) is the play F (football) There are two pure strategy Nash Equilibriums: (F, F) or (O, O)  The two pure strategy Nash equilibrium are unfair; one player consistently does better than the other. The mixed strategy Nash equilibrium is inefficient Answer: Bring in probability… Husband\Wife F O 2, 1 0, 0 1, 2

Calculating Payoffs Husband\Wife F (1/3) O (2/3) F (2/3) 2, 1 0, 0 O (1/3) 1, 2 Let x represent the probability that the wife will go to football and 1 – x to the opera. Husband F: 2x + 0(1-x) = 2x Husband O: 0x + 1(1-x) = 1 – x Nash Equilibrium: Needs to be the same. 2x = 1 – x => x = 1/3 1 – x = 2/3 Thus, the husband and wife attend their preferred venue more often. (F, F) = 2/9 (F, O) = 4/9 (O, F) = 1/9 (O, O) = 2/9 Husband: 2/9 (2) + 4/9 (0) + 1/9 (0) + 2/9 (1) = 4/9 + 2/9 = 2/3 Symmetric Game, Wife is the same!