Recommended literature
[AIMA] Stuart Russell and Peter Norvig :
Artificial Intelligence: A Modern Approach, third edition.
,
http://aima.cs.berkeley.edu/
[Rivest] Ron Rivest :
MIT Course 6.858/18.428: Machine Learning
,
http://www.cs.princeton.edu/~mona/MachineLearning_lecture_notes.html
[Hutter] Marcus Hutter :
Universal artificial intelligence,
Springer 2005
[Raedt] Luc de Raedt :
Logical and Relational Learning
,
http://www.springer.com/la/book/9783540200406
(downloadable via CTU domain)