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Predicting Goal-directed Attention Control Using Inverse-Reinforcement Learning

Predicting Goal-directed Attention Control Using Inverse-Reinforcement Learning

Understanding how goals control behavior is a question ripe for interrogation by new methods from machine learning. These methods require large and labeled datasets to train models. To annotate a large-scale image dataset with observed search fixations, we collected 16,184 fixations from people searching for either microwaves or clocks in …