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Academic Disciplines relevant to AI Philosophy Logic, methods of reasoning, mind as physical system, foundations of learning, language, rationality.
Mathematics Formal representation and proof, algorithms, computation, (un)decidability, (in)tractability
Probability/Statistics modeling uncertainty, learning from data
Economics utility, decision theory, rational economic agents
Neuroscience neurons as information processing units.
Psychology/ how do people behave, perceive, process cognitive
Cognitive Science information, represent knowledge.
Computer building fast computers engineering
Control theory design systems that maximize an objective function over time
Linguistics knowledge representation, grammars