Tuesday, July 31, 2012

Tech Review: AI Study Notes: Monday, July 30, 2012

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Artificial Intelligence:  A Modern Approach:  Third Edition
Stuart J. Russell
Peter Norvig

2010


Introduction

  • Homo sapiens - man the wise
  • intelligence
  • AI tries to build intelligent entities.
Without know what intelligence is how can one know if they are building and intelligent system?
  • thought processes, reasoning
    • Thinking Humanly
      • Cognitive modeling approach
      • Psychology  
    • Thinking Rationally
      • laws of thought 
      • logic
  • behavior
    • Acting Humanly
      • fidelity to human performance
      • Turing Test
        • natural language processing
        • knowledge representation
        • automated reasoning
          • new conclusions
        • machine learning
          • new patterns
        • computer vision
        • robotics
    • Acting Rationally
      • ideal performance or rationality
      • agent
        • comes from the Latin agere, todo
      • limited rationality