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An Algorithm for Bootstrapping Communications

I present an algorithm which allows two agents to generate a simple language based only on observations of a shared environment. Vocabulary and roles for the language are learned in linear time. Communication is robust and degrades gradually as complexity increases. Dissimilar modes of experience will lead to a shared kernel vocabulary.

Identiferoai:union.ndltd.org:MIT/oai:dspace.mit.edu:1721.1/6082
Date13 August 2001
CreatorsBeal, Jacob
Source SetsM.I.T. Theses and Dissertation
Languageen_US
Detected LanguageEnglish
Format35 p., 6622296 bytes, 264031 bytes, application/postscript, application/pdf
RelationAIM-2001-016

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