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This work focuses on studying players behaviour in interactive narrativeswith the aim to simulate their choices. Besides sub-optimal player behaviourdue to limited knowledge about the environment, the difference in each player'sstyle and preferences represents a challenge when trying to make an intelligentsystem mimic their actions. Based on observations from players interactionswith an extract from the interactive fiction Anchorhead, we created a playerprofile to guide the behaviour of a generic player model based on the BDI(Belief-Desire-Intention) model of agency. We evaluated our approach usingqualitative and quantitative methods and found that the player profile canimprove the performance of the BDI player model. However, we found that playersself-assessment did not yield accurate data to populate their player profileunder our current approach.

Informing a BDI Player Model for an Interactive Narrative