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Game-Playing-in-Artificial-Intelligence-->View question


Asked On2017-05-17 16:16:18 by:scribed

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Game theory focuses on how groups of people interact. There are two main branches of game theory: cooperative and non-cooperative game theory.

Lets look on the game theory first using an example of "Prisoners dilemma"
Game theory explores the possible outcomes of a situation in which two or more competing parties look for the course of action that best benefits them. No variables are left to chance, so each possible outcome is derived from the combinations of simultaneous actions by each party. Game theory is best exemplified by a classic hypothetical situation called the Prisoners' Dilemma. 
In this scenario, two people are arrested for stealing a car. They will each serve 2 years in prison for their crime. The case is air-tight, but the police have reason to suspect that the two prisoners are also responsible for a recent string of high-profile bank robberies. Each prisoner is placed in a separate cell. Each is told he is suspected of being a bank robber and questioned separately regarding the robberies. The prisoners cannot communicate with each other. 
The prisoners are told that a) if they both confess to the robberies, they'll each serve 3 years for the robberies and the car theft, and b) if only one confesses to the robbery and the other does not, the one who confesses will be rewarded with a 1 year sentence while the other will be punished with a 10 year sentence. In the game, the prisoners have only two possible actions: confess to the bank robbery, or deny having participated in the bank robbery. Since there are two players, each with two different strategies, there are four outcomes that are possible:


The best option for both prisoners is to deny committing the robberies and face 2 years in prison for the car theft. But because neither can be guaranteed that the other won't confess, the most likely outcome is that both prisoners will hedge their bets and confess to the robberies -- effectively taking the 10 year sentence off the table and replacing it with the 3 year sentence.








Answerd on:2016-11-30 Answerd By:electron

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