Game Theory in AI
Game Theory in AI By Azfar Uzair, Aashay More, Pranav Ratnaparkhi, Swetank Raj, Prathamesh Yadav Introduction: Games have been one of the most visible areas of progress in the AI space in the last few years. Chess, Jeopardy, GO and, very recently, Poker is some of the games that have been mastered by AI systems using breakthrough technologies. From that viewpoint, the success of AI seems to be tied to the progress of game theory.[1] While games are the most obvious expression of game theory, they are far from the only domain in which those principles are used. From that viewpoint, the integration of game theory and AI can have an impact on a variety of different domains. Most scenarios involving several "participants" working together or competing to complete a job may be gamified and enhanced utilizing AI approaches.[1] Types of games: Symmetric vs. Asymmetric. The symmetry of a game is one of the most basic categories. A symmetric game is one in which ea...