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Open-ended on-board evolutionary robotics for robot swarms

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Abstract
The SYMBRION project stands at the crossroads of artificial life and evolutionary robotics: a swarm of real robots undergoes online evolution by exchanging information in a decentralized Evolutionary Robotics Scheme: the diffusion of each individual's genotype depends both on its ability to survive in an unknown environment as well as its ability to maximize mating opportunities during its lifetime, which suggests an implicit fitness. This paper presents early research and prospective ideas in the context of large-scale swarm robotics projects, focusing on the open-ended evolutionary approach in the SYMBRION project. One key issue of this work is to perform on-board evolution in a spatially distributed population of robots. A real-world experiment is also described which yields important considerations regarding open-ended evolution with real autonomous robots.
Keywords
SELECTION, ALGORITHMS

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MLA
Baele, Guy, Nicolas Bredeche, Evert Haasdijk, et al. “Open-ended On-board Evolutionary Robotics for Robot Swarms.” IEEE Congress on Evolutionary Computation. New York, NY, USA: IEEE, 2009. 1123–1130. Print.
APA
Baele, Guy, Bredeche, N., Haasdijk, E., Maere, S., Michiels, N., Van de Peer, Y., Schmickl, T., et al. (2009). Open-ended on-board evolutionary robotics for robot swarms. IEEE Congress on Evolutionary Computation (pp. 1123–1130). Presented at the 2009 IEEE Congress on Evolutionary Computation (CEC 2009), New York, NY, USA: IEEE.
Chicago author-date
Baele, Guy, Nicolas Bredeche, Evert Haasdijk, Steven Maere, Nico Michiels, Yves Van de Peer, Thomas Schmickl, Christopher Schwarzer, and Ronald Thenius. 2009. “Open-ended On-board Evolutionary Robotics for Robot Swarms.” In IEEE Congress on Evolutionary Computation, 1123–1130. New York, NY, USA: IEEE.
Chicago author-date (all authors)
Baele, Guy, Nicolas Bredeche, Evert Haasdijk, Steven Maere, Nico Michiels, Yves Van de Peer, Thomas Schmickl, Christopher Schwarzer, and Ronald Thenius. 2009. “Open-ended On-board Evolutionary Robotics for Robot Swarms.” In IEEE Congress on Evolutionary Computation, 1123–1130. New York, NY, USA: IEEE.
Vancouver
1.
Baele G, Bredeche N, Haasdijk E, Maere S, Michiels N, Van de Peer Y, et al. Open-ended on-board evolutionary robotics for robot swarms. IEEE Congress on Evolutionary Computation. New York, NY, USA: IEEE; 2009. p. 1123–30.
IEEE
[1]
G. Baele et al., “Open-ended on-board evolutionary robotics for robot swarms,” in IEEE Congress on Evolutionary Computation, Trondheim, Norway, 2009, pp. 1123–1130.
@inproceedings{827839,
  abstract     = {The SYMBRION project stands at the crossroads of artificial life and evolutionary robotics: a swarm of real robots undergoes online evolution by exchanging information in a decentralized Evolutionary Robotics Scheme: the diffusion of each individual's genotype depends both on its ability to survive in an unknown environment as well as its ability to maximize mating opportunities during its lifetime, which suggests an implicit fitness. This paper presents early research and prospective ideas in the context of large-scale swarm robotics projects, focusing on the open-ended evolutionary approach in the SYMBRION project. One key issue of this work is to perform on-board evolution in a spatially distributed population of robots. A real-world experiment is also described which yields important considerations regarding open-ended evolution with real autonomous robots.},
  author       = {Baele, Guy and Bredeche, Nicolas and Haasdijk, Evert and Maere, Steven and Michiels, Nico and Van de Peer, Yves and Schmickl, Thomas and Schwarzer, Christopher and Thenius, Ronald},
  booktitle    = {IEEE Congress on Evolutionary Computation},
  isbn         = {9781424429585},
  keywords     = {SELECTION,ALGORITHMS},
  language     = {eng},
  location     = {Trondheim, Norway},
  pages        = {1123--1130},
  publisher    = {IEEE},
  title        = {Open-ended on-board evolutionary robotics for robot swarms},
  url          = {http://dx.doi.org/10.1109/CEC.2009.4983072},
  year         = {2009},
}

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