Eye movements reveal spatiotemporal dynamics of visually-informed planning in navigation

Author:

Zhu Seren1ORCID,Lakshminarasimhan Kaushik J2ORCID,Arfaei Nastaran3,Angelaki Dora E14ORCID

Affiliation:

1. Center for Neural Science, New York University

2. Center for Theoretical Neuroscience, Columbia University

3. Department of Psychology, New York University

4. Department of Mechanical and Aerospace Engineering, New York University

Abstract

Goal-oriented navigation is widely understood to depend upon internal maps. Although this may be the case in many settings, humans tend to rely on vision in complex, unfamiliar environments. To study the nature of gaze during visually-guided navigation, we tasked humans to navigate to transiently visible goals in virtual mazes of varying levels of difficulty, observing that they took near-optimal trajectories in all arenas. By analyzing participants’ eye movements, we gained insights into how they performed visually-informed planning. The spatial distribution of gaze revealed that environmental complexity mediated a striking trade-off in the extent to which attention was directed towards two complimentary aspects of the world model: the reward location and task-relevant transitions. The temporal evolution of gaze revealed rapid, sequential prospection of the future path, evocative of neural replay. These findings suggest that the spatiotemporal characteristics of gaze during navigation are significantly shaped by the unique cognitive computations underlying real-world, sequential decision making.

Funder

National Institutes of Health

National Science Foundation

Gatsby Charitable Foundation

Publisher

eLife Sciences Publications, Ltd

Subject

General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,General Neuroscience

Reference87 articles.

1. Active sensing as bayes-optimal sequential decision-making;Ahmad,2013

2. The hippocampus supports deliberation during value-based decisions;Bakkour;eLife,2019

3. Neural Mechanisms of Hierarchical Planning in a Virtual Subway Network;Balaguer;Neuron,2016

4. Some Problems in the Theory of Dynamic Programming;Bellman;Econometrica : Journal of the Econometric Society,1954

5. The Neuroscience of Spatial Navigation and the Relationship to Artificial Intelligence;Bermudez-Contreras;Frontiers in Computational Neuroscience,2020

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