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8/21/16

Learning Definition.

Artificial Intelligence is a software component of a computer system that learns.

def. Learning of the computer system is any autonomous change in this system that occurs because of experiences that leads to performance increase.

Autonomous Change is a change that system introduces in itself, not because of the external factor such as recompilation using a compiler with better optimization, hardware changes, etc.

Performance Increase depends on a well-defined Quality Criteria, should & can be measured using the strict & logical means.

Performance Decrease is for example forgetting - data loss; not every change leads to performance increase.

Experience is data acquired from observation or experiementation performed by the AI.

System that learns is also called: a Student.

Source: [52].

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