The ability to learn is one of the distintive attributes of intelligent behavior. Following a seminal work [5], we can say that “Learning process includes the acquisition of new declarative knowledge, the development of motor and cognitive skills through instruction or practice, the organization of new knowledge into general, effective representations, and the discovery of new facts and theories through observation and experimentation.”
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References
J.R. Anderson. Acquisition of proof skills in geometry. In Machine Learning, pages 191-220. Tioga Publishing Company, 1983.
R. Bellman. Adaptive Control Processes: A Guided Tour. Princeton University Press, 1961.
C.M. Bishop. Pattern Recognition and Machine Learning. Springer-Verlag, 2006.
J.G. Carbonell. Learning by analogy: Formulating and generalizing plans from past experience. In Machine Learning, pages 137-162. Tioga Publishing Com-pany, 1983.
J.G. Carbonell, R.S. Michalski, and T.M. Mitchell. An overview of machine learning. In Machine Learning, pages 3-23. Tioga Publishing Company, 1983.
N. Haas and G.G. Hendrix. Learning by being told: Acquiring knowledge for in-formation management. In Machine Learning, pages 405-428. Tioga Publishing Company, 1983.
R. Herbrich. Learning Kernel Classifiers. MIT Press, 2003.
R.S. Michalski, J.G. Carbonell, and T.M. Mitchell. Machine Learning. Tioga Publishing Company, 1983.
R.S. Michalski, J.G. Carbonell, and T.M. Mitchell. Machine Learning. Morgan Kauffman Publishers, 1986.
T. Mitchell. Machine Learning. Mc Graw-Hill, 1997.
D.J. Mostow. Machine transformation of advice into a heuristic search proce-dure. In Machine Learning, pages 367-404. Tioga Publishing Company, 1983.
M.D. Rychener. The instructible production system: A retrospective analysys. In Machine Learning, pages 429-459. Tioga Publishing Company, 1983.
R.S. Sutton and A.G. Barto. Reinforcement Learning: An Introduction. MIT Press, 1998.
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(2008). Machine Learning. In: Machine Learning for Audio, Image and Video Analysis. Advanced Information and Knowledge Processing. Springer, London. https://doi.org/10.1007/978-1-84800-007-0_4
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