A robotic ecosystem with evolvable minds and bodies

J.V. Heinerman; B.P.M. Weel; E. Corsato; E.W. Haasdijk; A.E. Eiben

doi:10.1109/ICES.2014.7008736

A robotic ecosystem with evolvable minds and bodies

J.V. Heinerman, B.P.M. Weel, E. Corsato, E.W. Haasdijk, A.E. Eiben

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

Abstract

This paper presents a proof of concept demonstration of a novel evolutionary robotic system where robots can self-reproduce. We construct and investigate a strongly embodied evolutionary system, where not only the controllers, but also the morphologies undergo evolution in an on-line fashion. Forced by the lack of available hardware we build this system in simulation. However, we use a high quality simulator (Webots) and an existing hardware platform (Roombots) which makes the system, in principle, constructible. Our system can be perceived as an Artificial Life habitat, where robots with evolvable bodies and minds live in an arena and actively induce an evolutionary process 'from within', without a central evolutionary agency or a user-defined synthetic fitness function.

Original language	English
Title of host publication	2014 IEEE International Conference on Evolvable Systems (ICES)
Place of Publication	Orlando, FL
Publisher	IEEE
Pages	165-172
DOIs	https://doi.org/10.1109/ICES.2014.7008736
Publication status	Published - 2014

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10.1109/ICES.2014.7008736

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title = "A robotic ecosystem with evolvable minds and bodies",

abstract = "This paper presents a proof of concept demonstration of a novel evolutionary robotic system where robots can self-reproduce. We construct and investigate a strongly embodied evolutionary system, where not only the controllers, but also the morphologies undergo evolution in an on-line fashion. Forced by the lack of available hardware we build this system in simulation. However, we use a high quality simulator (Webots) and an existing hardware platform (Roombots) which makes the system, in principle, constructible. Our system can be perceived as an Artificial Life habitat, where robots with evolvable bodies and minds live in an arena and actively induce an evolutionary process 'from within', without a central evolutionary agency or a user-defined synthetic fitness function.",

author = "J.V. Heinerman and B.P.M. Weel and E. Corsato and E.W. Haasdijk and A.E. Eiben",

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AB - This paper presents a proof of concept demonstration of a novel evolutionary robotic system where robots can self-reproduce. We construct and investigate a strongly embodied evolutionary system, where not only the controllers, but also the morphologies undergo evolution in an on-line fashion. Forced by the lack of available hardware we build this system in simulation. However, we use a high quality simulator (Webots) and an existing hardware platform (Roombots) which makes the system, in principle, constructible. Our system can be perceived as an Artificial Life habitat, where robots with evolvable bodies and minds live in an arena and actively induce an evolutionary process 'from within', without a central evolutionary agency or a user-defined synthetic fitness function.

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BT - 2014 IEEE International Conference on Evolvable Systems (ICES)

PB - IEEE

CY - Orlando, FL

ER -

A robotic ecosystem with evolvable minds and bodies

Abstract

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