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Game theory

Artificial Intelligence Game artificial intelligenceGamma distribution

Game theory is a branch of applied mathematics that is used in the social sciences, most notably in economics, as well as in biology (particularly evolutionary biology and ecology), engineering, political science, international relations, ...

 


Zero-Sum Game Theory
Tutorial Slides by Andrew Moore
Want to know how and why to bluff in poker? How games can be compiled down to a matrix form? And general discussion of the basics of games of hidden information?

Game Theory A mathematical formalism used to study human games, economics, military conflicts, and biology. The goal of game theory is to find the optimal strategy for one player to use when his opponent also plays optimally.

Game Theory
Game theory is a branch of mathematics that seeks to model decision making in conflict situations.

Game Theory.net is a great source for lecture notes, news, games, dictionary, interactive materials, links to journals, and much more.
Computational Game Theory: A Tutorial.

[.] game theory and, in a broader sense, decision theory. Most AI programmers who are familiar with his minimax model also know that one of the requisite premises of applying it is perfect knowledge of the game [.]
is it possible for 4 players ...

Game theory algorithm for games with two players. One player should maximize his score, while the second should minimize it. The min-max works in cases of complete knowledge.

The Prisoner's Dilemma (PD) and Iterated Prisoner's Dilemma (IPD) are classic examples of interesting cases of game theory. This essay should introduce you to the basics of the (I)PD and why it is interesting in Artificial Intelligence.
Go To Jail.

He was the father of game theory and published the classic book Theory of Games and Economic Behavior with Oskar Morgenstern in 1944.

Increased coverage of material - New or expanded coverage of constraint satisfaction, local search planning methods, multi-agent systems, game theory, statistical natural language processing and uncertain reasoning over time.

The classic problem is in game theory, where the "environment" is actually another player or players.
Temporal Credit Assignment Problem ...

Decision-Making: basics of utility theory, decision theory, sequential decision problems, elementary game theory, sample applications.

environment, where it's easy to immediately test the results and compare different ideas, both against other computers and against humans, the rules are known in advance, the mathematical foundations for these games are known from game theory, ...

See also: Artificial intelligence, Knowledge, AI, Neural network, Agent

Artificial Intelligence Game artificial intelligenceGamma distribution

 
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