A Self-organising, Self-adaptable Cellular System

12 years 5 months ago
A Self-organising, Self-adaptable Cellular System
Abstract. Inspired by the recent advances in evolutionary biology, we have developed a self-organising, self-adaptable cellular system for multitask learning. The main aim of our project is to design and prototype a framework that facilitates building complex software systems in an automated and autonomous fashion. The current implementation consists of specialised programs that call (co-operate with) their local neighbours. The relationships between programs self-assemble in a symbiotic-like fashion. Specialisation is achieved by stochastic exploration of alternative configurations and program space. A collection of global and local behaviours have been observed and investigated. Based on preliminary experimental results, certain behaviours that spontaneously exhibit self-organisation and self-assembly are discussed. 1 Motivation: Multitask Learning The artificial life system presented in this paper aims at solving multiple problems. It is especially efficient in multitask learning...
Lucien Epiney, Mariusz Nowostawski
Added 27 Jun 2010
Updated 27 Jun 2010
Type Conference
Year 2005
Where ECAL
Authors Lucien Epiney, Mariusz Nowostawski
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