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Combining Computer Game-Based Behavioural Experiments With High-Density EEG and Infrared Gaze Tracking
Published on: December 16, 2010
Pupil size response within direct and random exploration and exploitation behaviors selectively reflects value of
Gili Barkay1,2, Shai Gabay1,2, Uri Hertz2,3
1School of Psychological Sciences, University of Haifa, Haifa, Israel.
Background:
Balancing exploration and exploitation is central to adaptive decision-making and is thought to depend on interactions between arousal-related neuromodulation and strategic control. The present study examined how pupil-indexed arousal corresponds to different aspects of exploration and exploitation decisions.
Method:
We used the Horizon Task, which independently manipulated value of control through value uncertainty, information asymmetries, and choice horizon. Thirty-five participants completed 320 mini-games while pupil diameter was continuously recorded, with analyses focused on the first free-choice trial.
Results:
Behaviorally, participants exploited more when value gaps were larger, preferentially sampled the option with fewer prior observations and showed increased exploration in long-horizon conditions, where additional choices enabled the use of newly acquired information. These patterns replicate established patterns of directed and random exploration. Pupillary responses, however, showed a selective profile. For exploitative choices, though not for exploratory choices, pupil size increased when horizons were short and when value differences were small, indicating greater arousal during decisions with higher immediate importance or increased discrimination demands, reflecting increased value of control. Trial-by-trial analyses revealed sustained pre-decision modulation rather than discrete phasic peaks.
Conclusion:
Together, these findings allow integration of value of control approach and exploitative and exploratory control modes, indicating highlighting how strategic demands within each mode shape pupil-linked arousal.
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