C. R. Willett-r and . Nowak-r, Faster rates in regression via active learning, 2006.

&. J. Platt and E. , Advances in Neural Information Processing Systems 18, pp.179-186

C. G. Winands-m, U. J. Van-den, and H. H. Bouzy-b, Progressive strategies for montecarlo tree search, Proc. of the 10th Joint Conf. on Information Sciences, pp.655-661, 2007.

C. D. and A. L. Ladner-r, Improving generalization with active learning, Mach. Learn, vol.15, issue.2, pp.201-221, 1994.

C. D. and G. Z. Jordan-m, Active Learning with Statistical Models, Journal of Artificial Intelligence Research, vol.4, pp.129-145, 1996.

F. Y. Seung-h and S. E. Tishby-n, Selective sampling using the query by committee algorithm, Mach. Learn, vol.28, issue.2-3, pp.133-168, 1997.

G. S. Silver-d, Combining online and offline knowledge in uct, ICML '07, pp.273-280, 2007.

H. R. and G. T. Campbell-c, Bayes point machines, Journal of Machine Learning Research, vol.1, pp.245-279, 2001.

H. S. , J. R. , and Z. J. Lyu-m, Batch mode active learning and its application to medical image classification, ICML '06, pp.417-424, 2006.

I. V. and A. C. Zhang-t, Active learning using adaptive resampling, KDD00, pp.91-98, 2000.

K. L. Szepesvari-c, Bandit-based monte-carlo planning, ECML'06, pp.282-293, 2006.

K. S. and M. S. Tsitsiklis-j, Active learning using arbitrary binary valued queries, Mach. Learn, vol.11, issue.1, pp.23-35, 1993.

L. M. and M. S. Rusakov-d, Selective sampling for nearest neighbor classifiers, Machine Learning, pp.125-152, 2004.

R. N. Mccallum-a, Toward optimal active learning through sampling estimation of error reduction, ICML01, pp.441-448, 2001.

R. P. Marchand-m, Advances in Large Margin Classifiers, chapter Computing the Bayes Kernel Classifier, pp.329-347, 2000.

S. G. Cohn-d, Less is more: Active learning with support vector machines, ICML00, vol.282, pp.285-286, 2000.

S. H. and O. M. Sompolinsky-h, Query by committee, COLT '92, pp.287-294, 1992.

S. R. Barto-a, Reinforcement Learning, 1998.
DOI : 10.1016/B978-012526430-3/50003-9

X. G. Southey-f, . C. Holte-r, and . Wilkinson-d, Software testing by active learning for commercial games, AAAI-05, pp.609-616, 2005.