Philosophy in AI
Paradigms over the years
Rationalism
everything can be rationally explained through observation (the world and our actions are deterministic).
Dualism
Something else (metaphysical) contributes to human intelligence.
Materialism
The brain does operate according to the laws of physics. Free will is simply the how available choices appear to the choosing entity.
Empiricism
Knowledge is based on (or derivced from) the senses.
Logical Positivism
Knowledge is logical theories connected to observational sentences that correspond to sensory inputs. This is a combination of Rationalism and Empiricism.
Actions from Thought
Aristotle initially promoted the idea of Goal Based Analysis.
His algorithm involves working backwords from what you want to happen to figure out how to get there and in doing so forumlate a solution. This approach was later used in the development of GPS.