M. Rolf, J. Steil, and M. Gienger, Goal Babbling Permits Direct Learning of Inverse Kinematics, IEEE Transactions on Autonomous Mental Development, vol.2, issue.3, pp.216-229, 2010.
DOI : 10.1109/TAMD.2010.2062511

A. Baranes and P. Oudeyer, Active learning of inverse models with intrinsically motivated goal exploration in robots, Robotics and Autonomous Systems, vol.61, issue.1, 2012.
DOI : 10.1016/j.robot.2012.05.008
URL : https://hal.archives-ouvertes.fr/hal-00788440

D. A. Cohn, Z. Ghahramani, and M. I. Jordan, Active learning with statistical models, Journal of Artificial Intelligence Research, vol.4, pp.129-145, 1996.

S. Thrun, Exploration in active learning, Handbook of Brain Science and Neural Networks, pp.381-384, 1995.

P. Oudeyer, F. Kaplan, and V. Hafner, Intrinsic Motivation Systems for Autonomous Mental Development, IEEE Transactions on Evolutionary Computation, vol.11, issue.2, pp.265-286, 2007.
DOI : 10.1109/TEVC.2006.890271

D. E. Berlyne, A THEORY OF HUMAN CURIOSITY, British Journal of Psychology. General Section, vol.45, issue.3, pp.180-191, 1954.
DOI : 10.1111/j.2044-8295.1954.tb01243.x

E. Deci and R. M. Ryan, Intrinsic Motivation and self-determination in human behavior, 1985.
DOI : 10.1007/978-1-4899-2271-7

J. Schmidhuber, A possibility for implementing curiosity and boredom in model-building neural controllers, Proc. SAB'91, pp.222-227, 1991.

A. Barto, S. Singh, and N. Chenatez, Intrinsically motivated learning of hierarchical collections of skills, Proc. 3rd Int. Conf. Dvp. Learn, pp.112-119, 2004.

J. Schmidhuber, Formal Theory of Creativity, Fun, and Intrinsic Motivation (1990–2010), IEEE Transactions on Autonomous Mental Development, vol.2, issue.3, pp.230-247, 1990.
DOI : 10.1109/TAMD.2010.2056368

A. Baranes and P. Oudeyer, Intrinsically motivated goal exploration for active motor learning in robots: A case study, 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010.
DOI : 10.1109/IROS.2010.5651385
URL : https://hal.archives-ouvertes.fr/inria-00541769

F. Kaplan and P. Oudeyer, The progress-drive hypothesis: an interpretation of early imitation Models and mechanims of imitation and social learning: Behavioural, social and communication dimensions, pp.361-377, 2007.

P. Oudeyer and F. Kaplan, Discovering communication, Connection Science, vol.66, issue.2, pp.189-206, 2006.
DOI : 10.1080/09540090600768567
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.100.8192

C. Moulin-frier and P. Oudeyer, Curiosity-driven phonetic learning, 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL), pp.1-8, 2012.
DOI : 10.1109/DevLrn.2012.6400583
URL : https://hal.archives-ouvertes.fr/hal-00762795

M. Csikszentmihalyi, Creativity: Flow and the Psychology of Discovery and Invention. HarperCollins, 1997.

F. Kaplan and P. Oudeyer, In search of the neural circuits of intrinsic motivation, Frontiers in Neuroscience, vol.1, issue.1, p.225, 2007.
DOI : 10.3389/neuro.01.1.1.017.2007

C. Moulin-frier and P. Oudeyer, The role of intrinsic motivations in learning sensorimotor vocal mappings: a developmental robotics study, Proceedings of Interspeech, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00860655

E. T. Jaynes, Probability Theory: The Logic of Science, 2003.
DOI : 10.1017/CBO9780511790423

O. Lebeltel, P. Bessiere, J. Diard, and E. Mazer, Bayesian Robot Programming, Autonomous Robots, vol.16, issue.1, p.4979, 2004.
DOI : 10.1023/B:AURO.0000008671.38949.43
URL : https://hal.archives-ouvertes.fr/inria-00189723

A. P. Dempster, N. M. Laird, and D. B. Rubin, Maximum likelihood from incomplete data via the EM algorithm, Journal of the Royal Statistical Society. Series B (Methodological), vol.39, issue.1, pp.1-38, 1977.

S. Calinon, Robot Programming by Demonstration, CRC, 2009.

F. H. Guenther, S. S. Ghosh, and J. A. Tourville, Neural modeling and imaging of the cortical interactions underlying syllable production, Brain and Language, vol.96, issue.3, pp.280-301, 2006.
DOI : 10.1016/j.bandl.2005.06.001

S. Maeda, Compensatory articulation during speech: Evidence from the analysis and synthesis of vocal tract shapes using an articulatory model Speech production and speech modelling, pp.131-149, 1989.

M. Lopes and P. Oudeyer, The strategic student approach for lifelong exploration and learning, 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL, pp.1-8, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00755216

P. Oudeyer and F. Kaplan, What is intrinsic motivation? A typology of computational approaches, Frontiers in Neurorobotics, vol.1, 2007.
DOI : 10.3389/neuro.12.006.2007