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Artificial Intelligence

18 Jan 2022

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Notes from CSCE 420 — Artificial Intelligence. Based off of lectures by professor Dr. Thomas Ioerger, and Artificial Intelligence: A Modern Approach by S. Russel and P. Norvig.


Contents§

  • 1
    What is AI?
  • 2
    Uninformed Search
  • 3
    Informed (Heuristic) Search
  • 4
    Iterative Improvement
  • 5
    Game Search
  • 6
    Constraint Satisfaction
  • 7
    Propositional Logic
  • 8
    Inference Algorithms
  • 9
    Satisfiability
  • 10
    First Order Logic
  • 11
    Inference in First Order Logic
  • 12
    Uncertainty
  • 13
    Planning
  • 14
    Intelligent Agents
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