Title :
Property analysis of open networks of cooperative neuro-agents using AMAS theory
Author :
Mano, J.P. ; Glize, P.
Author_Institution :
IRIT, Univ. Paul Sabatier, Toulouse, France
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.
Keywords :
knowledge acquisition; multi-agent systems; open systems; unsupervised learning; AMAS theory; cooperative neuro-agent; multi-agent system; open network; self-organized learning network; Actuators; Adaptive systems; Biological systems; Cells (biology); Evolutionary computation; Humans; Knowledge acquisition; Multiagent systems; Open systems; Psychology; experimental study; functional emergence; knowledge acquisition; multi-agent systems; network learning;
Conference_Titel :
Enabling Technologies: Infrastructure for Collaborative Enterprises, 2004. WET ICE 2004. 13th IEEE International Workshops on
Print_ISBN :
0-7695-2183-5
DOI :
10.1109/ENABL.2004.50
