Cognitive Stigmergy: A Framework Based on Agents and Artifacts

Last modified by Andrea Omicini on 2020/10/12 16:23

Alessandro Ricci, Andrea Omicini, Mirko Viroli, Luca Gardelli, Enrico Oliva

Stigmergy has been variously adopted in MASs (multi-agent systems) and in other fields as well—as a technique for realising forms of emergent coordination in societies composed by a large amount of typically simple, ant-like, non-rational agents. In this article we introduce a conceptual and engineering framework for exploring the use of stigmergy in the context of societies composed by cognitive / rational agents, as a means for supporting high-level, knowledge-based social activities. We refer to this kind of stigmergy as cognitive stigmergy. Cognitive stigmergy is based on the use of suitable engineered artifacts as tools populating the agent working environment, and which agents share and rationally use for their individual goals. In this seminal paper, we introduce an agent-based framework for cognitive stigmergy based on artifacts. After discussing the main conceptual issues—the notion of cognitive stigmergy, the role of artifacts—, we sketch an abstract architecture for cognitive stigmergy, and we consider its implementation on the TuCSoN agent coordination infrastructure.

3rd European Workshop on Multi-Agent Systems (EUMAS 2005), pages 332-343, 7-8 December 2005.
Marie-Pierre Gleizes, Gal A. Kaminka, Ann Nowé, Sascha Ossowski, Karl Tuyls, Katja Verbeeck (eds.), Koninklijke Vlaamse Academie van Belie voor Wetenschappen en Kunsten, Brussels, Belgium
Address = {Brussels, Belgium},
Author = {Ricci, Alessandro and Omicini, Andrea and Viroli, Mirko and Gardelli, Luca and Oliva, Enrico},
Booktitle = {3rd European Workshop on Multi-Agent Systems (EUMAS 2005)},
Editor = {Gleizes, Marie-Pierre and Kaminka, Gal A. and Now{\'e}, Ann and Ossowski, Sascha and Tuyls, Karl and Verbeeck, Katja},
Month = {7--8~} # dec,
Pages = {332--343},
Publisher = {Koninklijke Vlaamse Academie van Belie voor Wetenschappen en Kunsten},
Title = {Cognitive Stigmergy: A Framework Based on Agents and Artifacts},
Year = 2005}



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