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A normative theory of social conflict

  • Sergey Shuvaev
  • , Evgeny Amelchenko
  • , Dmitry Smagin
  • , Natalia Kudryavtseva
  • , Grigori Enikolopov
  • , Alexei Koulakov
  • Cold Spring Harbor Laboratory
  • Stony Brook University
  • Institute of Cytology and Genetics, Siberian Branch of the Russian Academy of Sciences

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

Social conflict is a survival mechanism yielding both normal and pathological behaviors. To understand its underlying principles, we collected behavioral and whole-brain neural data from mice advancing through stages of social conflict. We modeled the animals' interactions as a normal-form game using Bayesian inference to account for the partial observability of animals' strengths. We find that our behavioral and neural data are consistent with the first-level Theory of Mind (1-ToM) model where mice form “primary” beliefs about the strengths of all mice involved and “secondary” beliefs that estimate the beliefs of their opponents. Our model identifies the brain regions that carry the information about these beliefs and offers a framework for studies of social behaviors in partially observable settings.

Original languageEnglish
Title of host publicationAdvances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023
EditorsA. Oh, T. Neumann, A. Globerson, K. Saenko, M. Hardt, S. Levine
PublisherNeural information processing systems foundation
ISBN (Electronic)9781713899921
StatePublished - 2023
Event37th Conference on Neural Information Processing Systems, NeurIPS 2023 - New Orleans, United States
Duration: Dec 10 2023Dec 16 2023

Publication series

NameAdvances in Neural Information Processing Systems
Volume36
ISSN (Print)1049-5258

Conference

Conference37th Conference on Neural Information Processing Systems, NeurIPS 2023
Country/TerritoryUnited States
CityNew Orleans
Period12/10/2312/16/23

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