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Normal-form game

From Wikipedia, the free encyclopedia
(Redirected fromPayoff matrix)
Representation of a game in game theory
"Matrix game" redirects here. For Chris Engle's game, seeStorytelling game § Alternate form role-playing games. For the publisher, seeMatrix Games.

Ingame theory,normal form is a description of agame. Unlikeextensive form, normal-form representations are notgraphicalper se, but rather represent the game by way of amatrix. While this approach can be of greater use in identifyingstrictly dominated strategies andNash equilibria, some information is lost as compared to extensive-form representations. The normal-form representation of a game includes all perceptible and conceivablestrategies, and their corresponding payoffs, for each player.

In static games ofcomplete,perfect information, a normal-form representation of a game is a specification of players' strategy spaces and payoff functions. A strategy space for a player is the set of all strategies available to that player, whereas a strategy is a complete plan of action for every stage of the game, regardless of whether that stage actually arises in play. A payoff function for a player is a mapping from the cross-product of players' strategy spaces to that player's set of payoffs (normally the set of real numbers, where the number represents acardinal orordinal utility—often cardinal in the normal-form representation) of a player, i.e. the payoff function of a player takes as its input a strategy profile (that is a specification of strategies for every player) and yields a representation of payoff as its output.

An example

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A normal-form game
Player 2

Player 1
LeftRight
Top4,3−1,−1
Bottom0,03,4

The matrix provided is a normal-form representation of a game in which players move simultaneously (or at least do not observe the other player's move before making their own) and receive the payoffs as specified for the combinations of actions played. For example, if player 1 plays top and player 2 plays left, player 1 receives 4 and player 2 receives 3. In each cell, the first number represents the payoff to the row player (in this case player 1), and the second number represents the payoff to the column player (in this case player 2).

Other representations

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A partial topology of two-player, two-strategy games, including such games asPrisoner's dilemma,Stag hunt, andChicken

Often,symmetric games (where the payoffs do not depend on which player chooses each action) are represented with only one payoff. This is the payoff for the row player. For example, the payoff matrices on the right and left below represent the same game.

Both players
Player 2

Player 1
StagHare
Stag3, 30, 2
Hare2, 02, 2
Just row
Player 2

Player 1
StagHare
Stag30
Hare22

The topological space of games with related payoff matrices can also be mapped, with adjacent games having the most similar matrices. This shows how incremental incentive changes can change the game.

Uses of normal form

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Dominated strategies

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The Prisoner's Dilemma
Player 2

Player 1
CooperateDefect
Cooperate−1, −1−5, 0
Defect0, −5−2, −2

The payoff matrix facilitates elimination ofdominated strategies, and it is usually used to illustrate this concept. For example, in theprisoner's dilemma, we can see that each prisoner can either "cooperate" or "defect". If exactly one prisoner defects, he gets off easily and the other prisoner is locked up for a long time. However, if they both defect, they will both be locked up for a shorter time. One can determine thatCooperate is strictly dominated byDefect. One must compare the first numbers in each column, in this case 0 > −1 and −2 > −5. This shows that no matter what the column player chooses, the row player does better by choosingDefect. Similarly, one compares the second payoff in each row; again 0 > −1 and −2 > −5. This shows that no matter what row does, column does better by choosingDefect. This demonstrates the uniqueNash equilibrium of this game is (Defect,Defect).

Sequential games in normal form

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Both extensive and normal-form illustration of a sequential game with subgame imperfect and perfect Nash equilibria marked with red and blue respectively.
A sequential game
Player 2

Player 1
Left, LeftLeft, RightRight, LeftRight, Right
Top4, 34, 3−1, −1−1, −1
Bottom0, 03, 40, 03, 4

These matrices only represent games in which moves are simultaneous (or, more generally, information isimperfect). The above matrix does not represent the game in which player 1 moves first, observed by player 2, and then player 2 moves, because it does not specify each of player 2's strategies in this case. In order to represent thissequential game we must specify all of player 2's actions, even in contingencies that can never arise in the course of the game. In this game, player 2 has actions, as before,Left andRight. Unlike before he has four strategies, contingent on player 1's actions. The strategies are:

  1. Left if player 1 plays Top and Left otherwise
  2. Left if player 1 plays Top and Right otherwise
  3. Right if player 1 plays Top and Left otherwise
  4. Right if player 1 plays Top and Right otherwise

On the right is the normal-form representation of this game.

General formulation

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In order for a game to be in normal form, we are provided with the following data:

There is a finite setI of players, each player is denoted byi. Each playeri has a finitek number ofpure strategies

Si={1,2,,k}.{\displaystyle S_{i}=\{1,2,\ldots ,k\}.}

Apure strategy profile is an association of strategies to players, that is anI-tuple

s=(s1,s2,,sI){\displaystyle {\vec {s}}=(s_{1},s_{2},\ldots ,s_{I})}

such that

s1S1,s2S2,,sISI{\displaystyle s_{1}\in S_{1},s_{2}\in S_{2},\ldots ,s_{I}\in S_{I}}

Apayoff function is a function

ui:S1×S2××SIR.{\displaystyle u_{i}:S_{1}\times S_{2}\times \ldots \times S_{I}\rightarrow \mathbb {R} .}

whose intended interpretation is the award given to a single player at the outcome of the game. Accordingly, to completely specify a game, the payoff function has to be specified for each player in the player setI= {1, 2, ...,I}.

Definition: Agame in normal form is a structure

T=I,S,u{\displaystyle \mathrm {T} =\langle I,\mathbf {S} ,\mathbf {u} \rangle }

where:

I={1,2,,I}{\displaystyle I=\{1,2,\ldots ,I\}}

is a set of players,

S={S1,S2,,SI}{\displaystyle \mathbf {S} =\{S_{1},S_{2},\ldots ,S_{I}\}}

is anI-tuple of pure strategy sets, one for each player, and

u={u1,u2,,uI}{\displaystyle \mathbf {u} =\{u_{1},u_{2},\ldots ,u_{I}\}}

is anI-tuple of payoff functions.

References

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Topics ofgame theory
Definitions
Equilibrium
concepts
Strategies
Classes
of games
Games
Theorems
Key
figures
Search optimizations
Miscellaneous
Matrix classes
Explicitly constrained entries
Constant
Conditions oneigenvalues or eigenvectors
Satisfying conditions onproducts orinverses
With specific applications
Used instatistics
Used ingraph theory
Used in science and engineering
Related terms
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