Article

Reward Modeling of Goal-directed Gaze Control

2025-11-06

Abstract excerpt

<p>Goal-directed visual search in natural scenes is a complex behavior that requires the flexible integration of vision, memory, and contextual knowledge. Here we introduce a reward-based framework that unifies these processes by learning target-specific reward functions directly from human fixation data using inverse reinforcement learning. Trained on the large-scale COCO-Search18 dataset, our reward map model re...

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Identifiers and source

Literature Corpus work: 6392e02d-e803-543e-8f99-7a3d30fb4131
DOI: 10.31234/osf.io/zt5hm_v1

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