Continuous Approximation of a Discrete Situated and Reactive Multi-agent System: Contribution to Agent Parameterization

被引：0

作者：

Stuker, Simon ^{[1
]}

Adreit, Francoise ^{[1
]}

Couveignes, Jean-Marc ^{[2
]}

Gleizes, Marie-Pierre ^{[1
]}

机构：

[1] Univ Toulouse 3, Inst Rech Informat Toulouse, F-31062 Toulouse, France

[2] Univ Bordeaux, Inst Math Bordeaux, Bordeaux, France

来源：

PRIMA 2014: PRINCIPLES AND PRACTICE OF MULTI-AGENT SYSTEMS | 2014年 / 8861卷

关键词：

Modelling System Dynamics; Validation and Verification of Multi-Agent Systems; Multi-agent Simulation;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We propose a formal model for situated and reactive multi-agent systems based on correlated discrete random walks. In order to study this model, we construct a continuous approximation ending up on the Fokker-Planck equation. This result allows us to determine an optimal parameterization for the agents, with respect to the system's objective. Numerical simulations confirm the approach from two points of view, the validity of the continuous model and the optimality of the agents' parameterization.

引用

页码：365 / 380

页数：16

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