Language evolution in large populations of autonomous agents : issues in scaling

Paul Vogt · Federico Divina

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Language and cultural evolution Multi-Agent Systems and Negotiation Evolutionary Algorithms and Applications

Abstract

In this paper we discuss issues relating to modelling language evolution in large populations of au-tonomous agents that are situated in a realistic environment where they have to evolve and learn means to survive for extended periods of time. As we intend to build such a model in relation to the recently started New Ties project, we identify three major problems that are expected for such a model. The paper proposes some solutions and discusses future directions. 1

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2000How Children Learn the Meanings of Words 2002The Emergence of Linguistic Structure: An Overview of the Iterated Learning Model 2001Spontaneous evolution of linguistic structure-an iterated learning model of the emergence of regularity and irregularity 2002Simulating the Evolution of Language 2000Self-organization in vowel systems 1997The Synthetic Modeling of Language Origins 2002Natural Language From Artificial Life 1996Perceptually grounded meaning creation

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