Artificial Intelligence - A Modern Approach - Study Contents
Artificial Intelligence_ A Modern Approach (4th Edition).pdf (Pages: 31 - 40)
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Some have defined intelligence in terms of fidelity in regards to human performance, (i.e. that ai should behave as closely to humans as possible) while others prefer an abstract formal definition of intelligence called rationality - doing the "right thing".
Intelligence is considered from two varying ideas:
- That intelligence stems from the internal thoughts and reasoning
or
- The idea of intelligent behaviour and "external characterisation"
Important
Machine-Learning is a sub-field of artificial intelligence which studies the ability to improve performance based on experience.
Some AI models use Machine-Learning and some do not.
AI is in the pursuit of human-like intelligence and it is believed that it must be in part an empirical science related to psychology, involving observations and predictions regarding human behaviour, thought processes and actions, and that with a rational approach involve a combination of mathematics, engineering and statistics.