Generalization
Generalization is the ability to apply knowledge and information
gained in completing some task to other tasks and situations.
Humans generalize routinely. For example, knowing that one should always
drive on the right on the road is a generalization from one's experience
and observation in specific driving situations.
However, in the countries of the United Kingdom, driving
on the right is not correct. This is an example of
over-generalization, which humans also do quite capably. Generalization
can result from a number of different learning strategies including:
Architectures having this agent property include:
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