A. M. Arsenio, Developmental learning on a humanoid robot, IEEE International Joint Conference on Neural Networks, 2004.

T. Back, Optimization by means of genetic algorithms, 36th International Scientific Colloquium, pp.163-169, 1991.

N. Bredeche, Z. Shi, and J. Zucker, Perceptual learning and abstraction in machine learning, The Second IEEE International Conference on Cognitive Informatics, 2003. Proceedings., pp.172-181, 2006.
DOI : 10.1109/COGINF.2003.1225946
URL : https://hal.archives-ouvertes.fr/inria-00116923

S. K. Chalup, C. L. Murch, and M. J. Quinlan, Machine Learning With AIBO Robots in the Four-Legged League of RoboCup, IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews), vol.37, issue.3, 2006.
DOI : 10.1109/TSMCC.2006.886964

S. Chernova and M. Veloso, An evolutionary approach to gait learning for fourlegged robots, IEEE/RSJ International Conference on Intelligent Robots and Systems, 2004.

J. and R. Millan, Rapid, safe, and incremental learning of navigation strategies. Systems, Man and Cybernetics, Part B IEEE Transactions on, vol.26, issue.3, pp.408-420, 1996.

P. Fidelman and P. Stone, The Chin Pinch: A Case Study in Skill Learning on a Legged Robot, Proceedings of 10th International Robocup 2006 Symposium, 2006.
DOI : 10.1007/978-3-540-74024-7_6

N. Kohl and P. Stone, Machine learning for fast quadrupedal locomotion, The Nineteenth National Conference on Artificial Intelligence, 2004.

J. R. Koza, Genetic programming as a means for programming computers by natural selection, Statistics and Computing, vol.4, issue.2, 1992.
DOI : 10.1007/BF00175355

J. C. Lagarias, J. A. Reeds, M. H. Wright, and P. E. Wright, Convergence Properties of the Nelder--Mead Simplex Method in Low Dimensions, SIAM Journal on Optimization, vol.9, issue.1, pp.112-147, 1998.
DOI : 10.1137/S1052623496303470

E. Martinson and R. C. Arkin, Learning to role-switch in multi-robot systems, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422), 2003.
DOI : 10.1109/ROBOT.2003.1242005

Y. Nagai, M. Asada, and K. Hosoda, A developmental approach accelerates learning of joint attention, Proceedings 2nd International Conference on Development and Learning. ICDL 2002, 2003.
DOI : 10.1109/DEVLRN.2002.1011904

T. Rofer, Evolutionary Gait-Optimization Using a Fitness Function Based on Proprioception, 2004.
DOI : 10.1007/978-3-540-32256-6_25

P. Stone and M. Veloso, Layered Learning, Machine Learning: ECML 2000 (Proceedings of the Eleventh European Conference on Machine Learning, pp.369-381, 2000.
DOI : 10.1007/3-540-45164-1_38

M. Zaratti, M. Fratarcangeli, and L. Iocchi, A 3D Simulator of Multiple Legged Robots Based on USARSim, Proceedings of 10th International Robocup 2006 Symposium, 2006.
DOI : 10.1007/978-3-540-74024-7_2