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Readings

This section contains a complete set of lecture notes for the course. The notes contain lecture slides and accompanying transcripts. The transcripts allow students to review lecture material in detail as they study for upcoming assignments and quizzes.
Chapter 1: Introduction (PDF)

Chapter 2: Search (PDF - 4.0 MB)

Chapter 3: CSP & Games (PDF - 1.7 MB)

Chapter 4: Propositional Logic (PDF - 2.0 MB)

Chapter 5: First-Order Logic I  (PDF - 2.8 MB)

Chapter 6: First-Order Logic II (PDF - 2.2 MB)
 
Chapter 7: Logic Programming (PDF - 1.2 MB)

Chapter 8: Natural Language (PDF - 2.7 MB)
 
Chapter 9: Machine Learning I (PDF - 3.5 MB)

Chapter 10: Machine Learning II (PDF - 1.6 MB)
 
Chapter 11: Machine Learning III (PDF - 1.1 MB)
 
Chapter 12: Machine Learning IV (PDF - 1.3 MB)
 
Chapter 13: Machine Learning V (PDF - 2.4 MB)