학술논문

Property analysis of open networks of cooperative neuro-agents using AMAS theory
Document Type
Conference
Source
13th IEEE International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises Enabling technologies: infrastructure for collaborative enterprises Enabling Technologies: Infrastructure for Collaborative Enterprises, 2004. WET ICE 2004. 13th IEEE International Workshops on. :409-414 2004
Subject
Computing and Processing
Multiagent systems
Adaptive systems
Biological systems
Knowledge acquisition
Humans
Cells (biology)
Psychology
Open systems
Actuators
Evolutionary computation
network learning
knowledge acquisition
experimental study
multi-agent systems
functional emergence
Language
ISSN
1524-4547
Abstract
According to the most recent research on adaptive multi-agent systems, it is possible to assess that those systems are able of building by themselves a representation of their surrounding world. Using cooperation as a local criterion of self-organization it become possible to make a multi-agent system learn how to interpret the different signals it receives in order to adapt its functioning to its environment. After an adaptation period, a complex system is able to emerge by the way of a self-organized learning network.