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Evolution of Homing Navigation in a Real Mobile Robot (1996)  (Make Corrections)  (102 citations)
Dario Floreano, Francesco Mondada



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Abstract: In this paper we describe the evolution of a discrete-time recurrent neural network to control a real mobile robot. In all our experiments the evolutionary procedure is carried out entirely on the physical robot without human intervention. We show that the autonomous development of a set of behaviors for locating a battery charger and periodically returning to it can be achieved by lifting constraints in the design of the robot/environment interactions that were employed in a preliminary... (Update)

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BibTeX entry:   (Update)

Floreano, D. and Mondada, F. 1996a. Evolution of homing navigation in a real mobile robot. IEEE Transactions on Systems, Man, and Cybernetics-Part B, 26:396--407. http://citeseer.ist.psu.edu/floreano96evolution.html   More

@misc{ floreano-evolution,
  author = "D. Floreano and F. Mondada",
  title = "Evolution of homing navigation in a real mobile robot",
  text = "Floreano, D. and Mondada, F. 1996a. Evolution of homing navigation in a
    real mobile robot. IEEE Transactions on Systems, Man, and Cybernetics-Part
    B, 26:396--407.",
  url = "citeseer.ist.psu.edu/floreano96evolution.html" }
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