Machine Learning
Learning is such an important part of what
we consider "intelligence" that it appears in
one common definition:
intelligence: the ability to learn or understand
or to deal with new or trying situations.
(Webster's)
Intelligent agents make mistakes, but one
might argue that they don't make the same
mistakes perpetually.