From Algorithms to (Sub-)Symbolic Inferences in Multi-Agent Systems
AbstractExtending metaphorically the Moisilean idea of “nuanced-reasoning logic” and adapting it to the e-world age of Information Technology (IT), the paper aims at showing that new logics, already useful in modern software engineering, become necessary mainly for Multi-Agent Systems (MAS), despite obvious adversities. The first sections are typical for a position paper, defending such logics from an anthropocentric perspective. Through this sieve, Section 4 outlines the features asked for by the paradigm of computing as intelligent interaction, based on “nuances of nuanced-reasoning”, that should be reflected by agent logics. To keep the approach credible, Section 5 illustrates how quantifiable synergy can be reached - even in advanced challenging domains, such as stigmergic coordination - by injecting symbolic reasoning in systems based on sub-symbolic “emergent synthesis”. Since for future work too the preferred logics are doxastic, the conclusions could be structured in line with the well-known agent architecture: Beliefs, Desires, Intentions.
 Banzhaf, W., "Self-organizing Systems", Encyclopedia of Physical Science and Technology, Academic Press, New York, 14, pp. 589-598, 2002.
 Bărbat, B.E., "Sisteme inteligente orientate spre agent", Ed. Academiei Române, București, 467 pages, 2002.
 Bărbat, B.E., "The Avatar - A Pseudo-Human Extending the Genuine One", The good, the bad and the irrelevant: The user and the future of information and communication technologies, (L. Haddon et al, Eds.), pp. 38-42, Media Lab/University of Art and Design, Helsinki, 2003.
 Bărbat, B.E., "The Impact of Broad-Band Communication upon HMI Language(s). (Chapter 7.) Communicating in the world of humans and ICTs. (Chapter 8.)", COST Action 269. e-Citizens in the Arena of Social and Political Communication, (L. Fortunati, Ed.), pp. 113-142, EUR21803, Office for Official Publications of the European Communities, Luxembourg, 2005.
 Bărbat, B.E., N. Bulz, "E-World and RealWorld. From Analysing Concepts towards Integrating Approaches", Proc. of the WOSC 13th International Congress of Cybernetics and Systems, University of Maribor in cooperation with Encyclopaedia of Life Support Systems, 1, pp. 47-57, 2005.
 Bărbat, B.E., S.C. Negulescu, C.B. Zamfirescu, "Human-Driven Stigmergic Control. Moving the Threshold", Proc. of the 17th IMACS World Congress (Scientific Computation, Applied Mathematics and Simulation), Paris, July 11-15, 2005.
 Bărbat, B.E., C.B. Zamfirescu, S.C. Negulescu, "The Best from Ants and Humans: Synergy in Agent-Based Systems", Studies in Informatics and Control Journal, 13, 1, 47-59, 2004.
 Fisher, M., "Temporal Development Methods for Agent-Based Systems", Autonomous Agents and Multi-Agent Systems, 10, pp. 41-66, Springer Science + Business Media Inc., 2005.
 Knyazeva, H., Haken, H., "Synergetics of Human Creativity. Dynamics, Synergetics, Autonomous Agents", ANonlinear Systems Approaches to Cognitive Psychology and Cognitive Science Singapore: World Scientific, pp. 64-79, 1999.
 Luck, M., McBurney, P., Priest, C., "A Manifesto for Agent Technology: Towards Next Generation Computing", Autonomous Agents and Multi-Agent Systems, 9, 203-252, Kluwer Academic Publishers, 2004.
 Moisil, Gr.C., "Lecții despre logica raționamentului nuanțat", Ed. științifică și enciclopedică, București, 1975.
 Negulescu, S.C., Bărbat, B.E., "Enhancing the Effectiveness of Simple Multi-Agent Systems through Stigmergic Coordination", Fourth International ICSC Symp. on ENGINEERING OF INTELLIGENT SYSTEMS (EIS 2004), ICSC-NAISO Academic Press Canada, 149 (Abstract; full paper on CD-ROM enclosed), 2004.
 Parunak, H.V.D., Brueckner, S., John A. Sauter, Matthews, R., "Global Convergence of Local Agent Behavior", Submitted to The Fourth International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS'05), 2005, Available at http://www.erim.org/ vparunak/ AAMAS05Converge. pdf.
 Zambonelli, F., Omicini, A., "Challenges and Research Directions in Agent-Oriented Software Engineering", Autonomous Agents and Multi-Agent Systems, 9, 253-283, Kluwer Academic Publishers, 2004.
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