Tuesday, January 29, 2013

Relevant Course / Subjects to Artificial Intelligence

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/  Cognitive Science:  How do people behave, perceive, process cognitive information,  represent knowledge.
Computer engineering: Building fast computers 

Control theory: Design systems that maximize an objective function over time

Linguistics: Knowledge representation, grammars. 

5 comments em “Relevant Course / Subjects to Artificial Intelligence”

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