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Material Type: Notes; Professor: Draper; Class: Introduction to Artificial Intelligence; Subject: Computer Science; University: Colorado State University; Term: Fall 2008;
Typology: Study notes
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Get to know this book. It will be your friend.
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44
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WorkloadWorkload
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Grading Grading
Curving Curving
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Administrivia (VI) Administrivia(VI) Cheating PolicyCheating Policy
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About This Course About This Course
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For Thursday For Thursday
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What is AI?What is AI?
How different are these?
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What is AI? (II) What is AI? (II)
The definitions vary by:The definitions vary by:
Systems that actSystems thatact rationallyrationally
Systems that actSystems thatact likelike humanshumans
Systems that thinkSystems thatthink rationallyrationally
Systems that thinkSystems thatthink likelike humanshumans
Definitions of artificial intelligence:
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AI: Act Like Humans AI: Act Like Humans
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AI in everyday lifeAI in everyday life
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AI Systems AI Systems
Deep Blue Deep Blue
http://www.roadtripamerica.com/GettingOutThere/DARPA-Grand-Challenge-2005-2.htm
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Mundane vs. Expert Tasks Mundane vs. Expert Tasks
Foundations of AI Foundations of AI
Philosophy: Philosophy: Logic, reasoning, rationality.Logic, reasoning, rationality. Mathematics: Mathematics: Logic, computability, tractabilityLogic, computability, tractability Psychology: Psychology: understanding how humans think and act.understanding how humans think and act. Neuroscience: Neuroscience: (^) how do brains process information?how do brains process information? Economics: Economics: theory of rational decisions, game theorytheory of rational decisions, game theory .. Computer Engineering: Computer Engineering: building the hardware andbuilding the hardware and software that make AIsoftware that make AI Linguistics: Linguistics: how to deal with languagehow to deal with language … …
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CSU AI Faculty CSU AI Faculty
Machine LearningMachine Learning (Bioinformatics)(Bioinformatics)
AsaAsa BenBen--HurHur
Computer VisionComputer Vision ((BiomimeticsBiomimetics))
Bruce DraperBruce Draper
Computer VisionComputer Vision (Face recognition)(Face recognition)
RossRoss BeveridgeBeveridge
Adele HoweAdele Howe Agents & PlanningAgents & Planning
Machine LearningMachine Learning (Markov Models)(Markov Models)
Chuck AndersonChuck Anderson
Machine LearningMachine Learning (Genetic Algorithms)(Genetic Algorithms)
Darrell WhitleyDarrell Whitley