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Abstract <p>A model of opinion dynamics is considered, in which the trust between the agents is unknown and modeled using random variables with certain probability distributions. Additionally, there is a player whose goal is to maintain the agents’ opinions at a specific level. Initially, an optimal control is found in explicit form, assuming that the trust coefficients are known. Then this control is used at each step to obtain realizations of the random variables. Computer experiments have been conducted.</p>

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Adaptive Control for Two-Agent Opinion Dynamics under Uncertainty

  • 期刊论文

  • 发表日期：

    2025年12月1日

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  • Y. Chen,
  • V. V. Mazalov,
  • H. Gao

摘要

Abstract

A model of opinion dynamics is considered, in which the trust between the agents is unknown and modeled using random variables with certain probability distributions. Additionally, there is a player whose goal is to maintain the agents’ opinions at a specific level. Initially, an optimal control is found in explicit form, assuming that the trust coefficients are known. Then this control is used at each step to obtain realizations of the random variables. Computer experiments have been conducted.