Probabilistic model of behavior multi-agent system is three-dimensional space developing

<p>The article discusses theoretical aspects of multi-agent systems based of probability Markov models. System consists of agents, that have ability to cooperate for achievement of goals. The behavior of system is unpredictable from point of goals’ view. The behavior of agents Agent’s behavior is determined with the aid of the algorithm that includes identification of the probabilistic model parameters using maximized objective functions representing individual and group probabilities for goals reaching (marking).</p>

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Publication Details

Journal
Modelling and Data Analysis
Published
2025-06-30
DOI
https://doi.org/10.17759/mda.2025150209
Primary Topic
Advanced Research in Systems and Signal Processing
Type
article
Field-Weighted Citation Impact
0.00
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article

Probabilistic model of behavior multi-agent system is three-dimensional space developing

N.I. Levonovich
Modelling and Data Analysis
Advanced Research in Systems and Signal Processing
article

Probabilistic model of behavior multi-agent system is three-dimensional space developing

N.I. Levonovich
article en

Abstract

<p>The article discusses theoretical aspects of multi-agent systems based of probability Markov models. System consists of agents, that have ability to cooperate for achievement of goals. The behavior of system is unpredictable from point of goals’ view. The behavior of agents Agent’s behavior is determined with the aid of the algorithm that includes identification of the probabilistic model parameters using maximized objective functions representing individual and group probabilities for goals reaching (marking).</p>

Modelling and Data AnalysisVol. 15(2)
Moscow State University of Psychology & Education (RU)
Openalex Percentile: Top 80%
Advanced Research in Systems and Signal Processing
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