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The Emergence of Symbol-Based Communication in a Complex System of Artificial Creatures

Loula, Angelo and Gudwin, Ricardo and El-Hani, Charbel and Queiroz, João (2005) The Emergence of Symbol-Based Communication in a Complex System of Artificial Creatures. [Conference Paper]

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Abstract

We present here a digital scenario to simulate the emergence of self-organized symbol-based communication among artificial creatures inhabiting a virtual world of predatory events. In order to design the environment and creatures, we seek theoretical and empirical constraints from C.S.Peirce Semiotics and an ethological case study of communication among animals. Our results show that the creatures, assuming the role of sign users and learners, behave collectively as a complex system, where self-organization of communicative interactions plays a major role in the emergence of symbol-based communication. We also strive for a careful use of the theoretical concepts involved, including the concepts of symbol, communication, and emergence, and we use a multi-level model as a basis for the interpretation of inter-level relationships in the semiotic processes we are studying.

Item Type:Conference Paper
Subjects:Computer Science > Language
Philosophy > Philosophy of Language
Biology > Animal Cognition
Computer Science > Complexity Theory
Computer Science > Artificial Intelligence
Biology > Animal Behavior
ID Code:4529
Deposited By:Loula, Angelo
Deposited On:08 Sep 2005
Last Modified:12 Sep 2007 18:00

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References in Article

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J. Queiroz and C. N. El-Hani, “Towards a multi-level approach to the emergence of semiosis in semiotic systems,” Technical Reports DCA-FEEC-UNICAMP, DCA04-07, 2004.

A. Gomes, R. Gudwin and J. Queiroz, "Towards Meaning Processes in Computers from Peircean Semiotics,” S.E.E.D. Journal -- Semiotics, Evolution, Energy, and Development 3 (2), 69-79, 2003.

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A. Gomes, C. N. El-Hani, R. Gudwin and J. Queiroz, “Towards the emergence of meaning processes in computers from Peircean semiotics”, Proceedings of the European Computing and Philosophy Conference, E-CAP 2004, Pavia, Italy, forthcoming.

S. N. Salthe, Evolving Hierarchical Systems: Their Structure and Representation, New York: Columbia University Press, 1985.

A. Loula, R. Gudwin and J. Queiroz, “Symbolic Communication in Artificial Creatures: an experiment in Artificial Life,” Lecture Notes in Artificial Intelligence, 3171, 336 – 345, 2004.

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