Embedded evolutionary robotics: The (1+1)-restart-online adaptation algorithm

Studies in Computational Intelligence

Volumn 341, Issue , 2011, Pages 155-169

  Montanier, Jean Marc ^a   Bredeche, Nicolas ^a  

^a UNIVERSITÉ PARIS SACLAY   (France)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 79952177220     PISSN: 1860949X     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-18272-3_11     Document Type: Conference Paper

References (26)

1. Auger, A., Hansen, N.: A restart cma evolution strategy with increasing population size.In: Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2005 (2005)
2. Beyer, H.G.: Evolutionary algorithms in noisy environments: Theoretical issues and guidelines for practice. In: Computer Methods in Applied Mechanics and Engineering, pp. 239-267 (1998)
3. Braintenberg, V.: Vehicles: Experiments in Synthetic Psychology. MIT Press, Cambridge (1986)
4. Bredeche, N., Haasdijk, E., Eiben, A.: On-line, on-board evolution of robot controllers. In: Collet, P., Monmarché, N., Legrand, P., Schoenauer, M., Lutton, E. (eds.) EA 2009. LNCS, vol. 5975, pp. 110-121. Springer, Heidelberg (2010)
5. Eiben, A., Haasdijk, E., Bredeche, N.: Symbiotic Multi-Robot Organisms: Reliability, Adaptability, Evolution. In: Levi, P., Kernbach, S. (eds.) Symbiotic Multi-Robot Organisms. Cognitive Systems Monographs, vol. 7, pp. 361-382. Springer, Heidelberg (2010)
6. Eiben, A.E., Michalewicz, Z. (eds.): Evolutionary Computation. IOS Press, Amsterdam (1998)
7. Elfwing, S.: Embodied Evolution of Learning Ability. PhD thesis, KTH School of Computer Science and Communication, SE-100 44 Stockholm, Sweden (November 2007)
8. Ficici, S., Watson, R., Pollack, J.: Embodied evolution: A response to challenges in evolutionary robotics. In: Wyatt, J.L., Demiris, J. (eds.) EWLR 1999. LNCS (LNAI), vol. 1812, pp. 14-22. Springer, Heidelberg (2000)
9. Floreano, D., Husbands, P., Nolfi, S.: Evolutionary robotics. In: Siciliano, B., Khatib, O. (eds.) Handbook of Robotics, pp. 1423-1451. Springer, Heidelberg (2008)
10. Floreano, D., Mattiussi, C.: Bio-Inspired Artificial Intelligence: Theories, Methods, and Technologies. In: Intelligent Robotics and Autonomous Agents. MIT Press, Cambridge (2008)
11. Floreano, D., Schoeni, N., Caprari, G., Blynel, J.: Evolutionary Bits'n'Spikes. In: Standish, R.K., Beadau, M.A., Abbass, H.A. (eds.) 8th International Conference on the Simulation and Synthesis of Living Systems (Alife 8). MIT Press, Cambridge (2002)
12. Haroun Mahdavi, S., Bentley, P.J.: Innately adaptive robotics through embodied evolution. Auton. Robots 20(2), 149-163 (2006)
13. Jakobi, N., Husband, P., Harvey, I.: Noise and the reality gap: The use of simulation in evolutionary robotics. In: Morán, F., Merelo, J.J., Moreno, A., Chacon, P. (eds.) ECAL 1995. LNCS, vol. 929, Springer, Heidelberg (1995)
14. Koenig, L., Jebens, K., Kernbach, S., Levi, P.: Stability of on-line and on-board evolving of adaptive collective behavior. In: European Robotics Symposium 2008. Springer Tracts in Advanced Robotics, vol. 44, pp. 293-302. Springer, Heidelberg (2008) (Pubitemid 351266422)
15. Nehmzow, U.: Physically embedded genetic algorithm learning in multi-robot scenarios: The pega algorithm. In: Prince, C., Demiris, Y., Marom, Y., Kozima, H., Balkenius, C. (eds.) Proceedings of The Second International Workshop on Epigenetic Robotics: Modeling Cognitive Development in Robotic Systems, LUCS, Edinburgh, UK, vol. 94 (August 2002)
16. Nolfi, S., Floreano, D.: Evolutionary Robotics: The Biology, Intelligence, and Technology of Self-Organizing Machines. MIT Press/Bradford Books, Cambridge, MA (2000)
17. Perez, A.L.F., Bittencourt, G., Roisenberg, M.: Embodied evolution with a new genetic programming variation algorithm. In: ICAS, pp. 118-123 (2008)
18. Rechenberg, I.: Evolutionstrategie: Optimierung Technisher Systeme nach Prinzipien des Biologischen Evolution. Fromman-Hozlboog Verlag, Stuttgart (1973)
19. Schwefel, H.-P.: Numerical Optimisation of Computer Models. Wiley, New York (1981)
20. Simões, E.D.V., Dimond, K.R.: Embedding a distributed evolutionary system into population of autonomous mobile robots. In: Proceedings of the 2001 IEEE Systems, Man, and Cybernetics Conference (2001)
21. Thrun, S., Burgard, W., Fox, D.: Probabilistic Robotics. MIT Press, Cambridge (2005)
22. Tomassini,M.: Spatially structured evolutionary algorithms: Artificial evolution in space and time. In: Natural Computing Series (2005)
23. Usui, Y., Arita, T.: Situated and embodied evolution in collective evolutionary robotics. In: Proceedings of the 8th International Symposium on Artificial Life and Robotics, pp. 212-215 (2003)
24. Walker, J.H., Garrett, S.M., Wilson, M.S.: The balance between initial training and lifelong adaptation in evolving robot controllers. IEEE Transactions on Systems, Man, and Cybernetics, Part B 36(2), 423-432 (2006)
25. Watson, R.A., Ficici, S.G., Pollack, J.B.: Embodied evolution: Distributing an evolutionary algorithm in a population of robots. Robotics and Autonomous Systems 39(1), 1-18 (2002) (Pubitemid 34302574)
26. Wischmann, S., Stamm, K., Wörgötter, F.: Embodied evolution and learning: The neglectedtiming of maturation. In: Almeida e Costa, F., Rocha, L.M., Costa, E., Harvey, I., Coutinho, A. (eds.) ECAL 2007. LNCS (LNAI), vol. 4648, pp. 284-293. Springer, Heidelberg (2007)