Real World Games Look Like Spinning Tops

Wojciech Marian Czarnecki

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NIPS 2020, 2020.

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Relative Population Performancereinforcement learningtic tac toeRock Paper Scissorsstarcraft iiMore(4+)

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In this paper we have introduced Games of Skill, a class of games that, as shown both theoretically and empirically, includes many real world games, including Tic Tac Toe, Chess, Go and even StarCraft II and DOTA

Abstract:

This paper investigates the geometrical properties of real world games (e.g. Tic-Tac-Toe, Go, StarCraft II). We hypothesise that their geometrical structure resemble a spinning top, with the upright axis representing transitive strength, and the radial axis, which corresponds to the number of cycles that exist at a particular transitive...More

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