A Multi-Intelligent Body Simulation Study of Minor Crime Prevention

This paper constructs a multi-agent simulation model to study and prevent juvenile delinquency.A multi-agent reinforcement learning model is constructed according to reinforcement learning theory to simulate the behavioral decision-making process of minors in different social environments.By introducing the NashQ algorithm, it simulates the minors' strategic choices when facing the temptation of crime.In the simulation experiments, the NashQ algorithm meets the convergence requirements of the model, and only 1/3 of the training times are needed to achieve the stability of the simulated environment.Among them, family factors, school factors and social factors all affect the stability of the prevention effect.Good family environment, high quality teaching conditions and healthy social atmosphere can effectively prevent juvenile delinquency.

Publication Details

Journal
Journal of Combinatorial Mathematics and Combinatorial Computing
Published
2025-03-30
DOI
https://doi.org/10.61091/jcmcc127a-504
Primary Topic
Gait Recognition and Analysis
Type
article
Field-Weighted Citation Impact
0.00
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article

A Multi-Intelligent Body Simulation Study of Minor Crime Prevention

Journal of Combinatorial Mathematics and Combinatorial Computing
Gait Recognition and Analysis
article

A Multi-Intelligent Body Simulation Study of Minor Crime Prevention

article en

Abstract

This paper constructs a multi-agent simulation model to study and prevent juvenile delinquency.A multi-agent reinforcement learning model is constructed according to reinforcement learning theory to simulate the behavioral decision-making process of minors in different social environments.By introducing the NashQ algorithm, it simulates the minors' strategic choices when facing the temptation of crime.In the simulation experiments, the NashQ algorithm meets the convergence requirements of the model, and only 1/3 of the training times are needed to achieve the stability of the simulated environment.Among them, family factors, school factors and social factors all affect the stability of the prevention effect.Good family environment, high quality teaching conditions and healthy social atmosphere can effectively prevent juvenile delinquency.

Journal of Combinatorial Mathematics and Combinatorial ComputingVol. 127a
Peace, Justice and strong institutions
Openalex Percentile: Top 92%
Gait Recognition and Analysis
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A Multi-Intelligent Body Simulation Study of Minor Crime Prevention · Journal of Combinatorial Mathematics and Combinatorial Computing (2025) | TGRS Research Map | TGRS