Friday , October 7 2022

Cognitive Maps for Indirect Coordination of Intelligent Agents

Ioan SUSNEA1, Cristian AXENIE2
1 University “Dunarea de Jos”,
47, Domnească Street, Galati, 800008, Romania
2 Technical University of Munich,
Arcisstrasse 21, Munich, 80333, Germany

Abstract: The core idea of the research described in this paper is that the processes of self-organization commonly called „swarm intelligence” can be triggered by creating – through the collective effort of the whole population of agents – a „global cognitive map” derived from the interaction between the agents and the environment, and shared by all agents. We focus on multi-agent systems with human agents, and explore the technological means to automate the process of creating and sharing such cognitive maps, with the aim to induce controllable self-organization of the behaviour of the agents.

Keywords: Multi-agent systems, cognitive maps, stigmergy, activity recognition, behaviour implicit communication.

>>Full text
Ioan SUSNEA, Cristian AXENIE, Cognitive Maps for Indirect Coordination of Intelligent Agents, Studies in Informatics and Control, ISSN 1220-1766, vol. 24 (1), pp. 111-118, 2015.