Abstract | ||
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In this paper the automatic design of behaviors for a swarm of robots is explored. In order to build behaviors for robots automatically a computational platform is proposed. The proposed platform is composed by three major components. The first component is a description format which allows to specify robot properties, basic behaviors and tasks. The second component is a genetic programming implementation along with a physics-based simulator, this component builds in an automatic way expression trees which represent robot behaviors. The final component is a behaviors allocation module to assign expression trees to real robots. The proposed computational platform is deployed in a experimental manufacturing cell. |
Year | DOI | Venue |
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2018 | 10.1007/978-3-319-94649-8_28 | DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE |
Keywords | Field | DocType |
Swarm robotics,Computational platform,Automatic design | Swarm behaviour,Manufacturing cell,Computer science,Genetic programming,Robot,Description format,Binary expression tree,Mobile robot,Swarm robotics,Distributed computing | Conference |
Volume | ISSN | Citations |
800 | 2194-5357 | 0 |
PageRank | References | Authors |
0.34 | 3 | 3 |
Name | Order | Citations | PageRank |
---|---|---|---|
John Chavez | 1 | 0 | 0.34 |
Jonatan Gómez | 2 | 241 | 29.70 |
Ernesto Córdoba | 3 | 0 | 0.34 |