Artificial Intelligence

Notes from CSCE 420 — Artificial Intelligence. Based off of lectures by 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