Author

Rachit Dubey

Princeton UniversityORCID 0000-0001-8216-1999Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Jonathan D. CoheniD· 2 shared Zack DulbergiD· 2 shared Isabel M. BerwianiD· 1 shared

Activity by Year

2023-2024 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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2 shared papersNeuroscience

Jonathan D. CohenORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintFeb 6, 2024

Adapting to loss: A normative account of grief

Zack Dulberg, Rachit Dubey, Jonathan D. Cohen

This paper uses reinforcement learning with memory replay to explain the normative value of grief in terms of reward maximization.

2 citations

humanstatistical model

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NeuroscienceProceedings of the National Academy of SciencesPeer-reviewedJul 3, 2023

Having "multiple selves" helps learning agents explore and adapt in complex changing worlds

Zack Dulberg, Rachit Dubey, Isabel M. Berwian, Jonathan D. Cohen

This paper shows that modular agents, composed of subagents for distinct needs, outperform monolithic agents in maintaining homeostasis in changing environments.

19 citations

deep learningbenchmarking

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