P. Auer, N. Cesa-bianchi, Y. Freund, and R. Schapire, The Nonstochastic Multiarmed Bandit Problem, SIAM Journal on Computing, vol.32, issue.1, pp.48-77, 2003.
DOI : 10.1137/S0097539701398375

F. J. Balbach and T. Zeugmann, Recent Developments in Algorithmic Teaching, Inter. Conf. on Language and Automata Theory and Applications, 2009.
DOI : 10.1145/285055.285059

J. E. Beck and X. Xiong, Limits to accuracy: How well can we do at student modeling? In Educational Data Mining, 2013.

D. Berlyne, Conflict, arousal, and curiosity, 1960.
DOI : 10.1037/11164-000

S. Bubeck and N. Cesa-bianchi, Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems, Foundations and Trends?? in Machine Learning, vol.5, issue.1, p.2012
DOI : 10.1561/2200000024

M. Cakmak and M. Lopes, Algorithmic and human teaching of sequential decision tasks, AAAI Conference on Artificial Intelligence, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00755253

J. Davenport, A. Rafferty, M. Timms, D. Yaron, and M. Karabinos, Chemvlab+: evaluating a virtual lab tutor for high school chemistry, Inter. Conf. of the Learning Sciences (ICLS), 2012.

J. Gottlieb, P. Oudeyer, M. Lopes, and A. Baranes, Information-seeking, curiosity, and attention: computational and neural mechanisms, Trends in Cognitive Sciences, vol.17, issue.11, pp.585-593, 2013.
DOI : 10.1016/j.tics.2013.09.001
URL : https://hal.archives-ouvertes.fr/hal-00913646

K. R. Koedinger, E. Brunskill, R. S. Baker, E. A. Mclaughlin, and J. Stamper, New potentials for data-driven intelligent tutoring system development and optimization, 2013.

C. D. Lee, Signifying in the zone of proximal development. An introduction to Vygotsky, pp.253-284, 2005.

J. Lee and E. Brunskill, The impact on individualizing student models on necessary practice opportunities, Inter. Conf. on Educational Data Mining, 2012.

M. Lopes, B. Clement, D. Roy, and P. Oudeyer, Multi-armed bandits for intelligent tutoring systems, 2013.
URL : https://hal.archives-ouvertes.fr/hal-00913669

R. Nkambou, R. Mizoguchi, and J. Bourdeau, Advances in intelligent tutoring systems, 2010.
DOI : 10.1007/978-3-642-14363-2
URL : https://hal.archives-ouvertes.fr/hal-00699845

A. Rafferty, E. Brunskill, T. Griffiths, and P. Shafto, Faster Teaching by POMDP Planning, In Artificial Intelligence in Education, vol.32, issue.1, 2011.
DOI : 10.1037/h0044672

D. Roy, Usage d'un robot pour la remédiation en mathématiques, 2012.

V. J. Shute, Stealth assessment in computer-based games to support learning. Computer games and instruction, pp.503-524, 2011.