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School of Biological and Chemical Sciences

Denis Omar Verduga Palencia

PhD student


Project title: AI Learning in a Cognitive Architecture to Model an Artificial Player in Multiplayer Games

Summary: Applying Machine Learning techniques to a general cognitive architecture models (e.g., Clarion, Sigma, openCog) the idea is to examine complex game playing behaviour in Starcraft 2 – a multiple player game that has typically be used to examine AI capabilities, in order to link subsymbolic knowledge to a symbolic representation. Ultimately the aim is to model game playing behaviour sufficiently well enough to develop an artificial agent that simulates typical human behaviour in the game.