Author

Matthew H. Tong

The University of Texas at AustinORCID 0000-0002-8002-4015Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Constantin A. RothkopfiD· 1 shared Dana H. Ballard· 1 shared Mary HayhoeiD· 1 shared Ruohan ZhangiD· 1 shared Shun ZhangiD· 1 shared Yuchen CuiiD· 1 shared

Activity by Year

2018-2018 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Constantin A. RothkopfORCID

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1 paper

Recent·Most cited

Modeling Sensory-Motor Decisions in Natural Behavior

Ruohan Zhang, Shun Zhang, Matthew H. Tong, Yuchen Cui, Constantin A. Rothkopf, Dana H. Ballard, Mary Hayhoe

The paper proposes a modular reinforcement learning model to estimate rewards and discount factors from human behavior data, enabling accurate prediction of navigation decisions in virtual reality.

PLoS Computational Biology · Oct 25, 2018Peer-reviewedNeuroscience