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NICSO
2010
Springer

A Metabolic Subsumption Architecture for Cooperative Control of the e-Puck

13 years 10 months ago
A Metabolic Subsumption Architecture for Cooperative Control of the e-Puck
Subsumption architectures are a well-known model for behaviour-based robotic control. The overall behaviour is achieved by defining a hierarchy of increasingly sophisticated behaviours. We are interested in using evolutionary algorithms to develop appropriate control architectures. We observe that the layered arrangement of behaviours in subsumption architectures are a significant obstacle to automating the development of control systems. We propose an alternative subsumption architecture inspired by the bacterial metabolism, that is more amenable to evolutionary development, where communities of simple reactive agents combine in a stochastic process to confer appropriate behaviour on the robot. We evaluate this approach by developing a traditional and a metabolic solution to a simple control problem using the e-puck educational robot.
Verena Fischer, Simon J. Hickinbotham
Added 18 May 2010
Updated 18 May 2010
Type Conference
Year 2010
Where NICSO
Authors Verena Fischer, Simon J. Hickinbotham
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