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Bayesian Modeling of a Human MMORPG Player

11/24/2010

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by Gabriel Synnaeve, et al.

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This paper describes an application of Bayesian programming to the control of an autonomous avatar in a multiplayer role-playing game (the example is based on World of Warcraft). We model a particular task, which consists of choosing what to do and to select which target in a situation where allies and foes are present. We explain the model in Bayesian programming and show how we could learn the conditional probabilities from data gathered during human-played sessions.

Gabriel Synnaeve
73 publications
Pierre Bessière
5 publications

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