Lecture Notes  (Last updated 05 Dec 2007)

• Lecture 00 (Monday, 20 Aug 2007) - Artificial Intelligence: Course Organization and Survey
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• Lecture 01 (Wednesday, 22 Aug 2007) - Intelligent Agents Overview
  Discussion: Problem Set 1, Term Projects 1 of 3
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• Lecture 02 (Friday, 24 Aug 2007) - Problems Solving by Search
  Discussion: Problem Set 1, Term Projects 2 of 3
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• Lecture 03 (Monday, 27 Aug 2007) - Search Prolbems
  Discussion: Problem Set 1, Term Projects 3 of 3
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• Lecture 05 (Friday, 31 Sep 2007) - Informed Search Intro
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• (Monday, 03 Sep 2007) - Laber Day Break
  
• Lecture 06 (Wednesday, 05 Sep 2007) - Informed Search Intro
  A/A* Properties, Hill-Climbing, Beam Search
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• Lecture 07 (Friday, 07 Sep 2007) -Constraint Satisfaction Problems (CSP)
  Discussion: PS1 issues
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• Lecture 08 (Monday, 10 Sep 2007) -CSP Techniques and Game Tree Search
  Discussion: Project Plans, MP2 Design
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• Lecture 09 (Wednesday, 12 Sep 2007) -Evaluation Functions and Expectiminimax
  Discussion: Games in AI
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• Lecture 10 (Friday, 14 Sep 2007) -Logical Agents and Propositional Logic
  Discussion: Logic in AI
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• Lecture 11 (Monday, 17 Sep 2007) -Resolution, Forward/Backward Chaining
  Discussion: Expert Systems
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• Lecture 12 (Wednesday, 19 Sep 2007) -First-Order Logic: Syntax and Semantics
  Discussion: Role of Logic in Planning
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• Lecture 13 (Friday, 21 Sep 2007) -First-Order Logic: KE and Theorem Proving
  Discussion: Review of Models, Theorem Proving
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• Lecture 14 (Monday, 24 Sep 2007) -First-Order Logic: Unification, Inference
  Discussion: PS3, Constraint Logic
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• Lecture 15 (Wednesday, 26 Sep 2007) -First-Order Logic: Resolution
  Discussion: AI Applications 2 of 3
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• Lecture 16 (Friday, 28 Sep 2007) -Logic Programming
  Discussion: Machine Problem 4
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• Lecture 17 (Wednesday, 03 Oct 2007) -Knowledge Representation and Ontologies
  Discussion: Situational Calculus
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• Lecture 18 (Friday, 05 Oct 2007) KR ¨C Situational Calculus, Frame Problems
  Discussion: Midterm Exam Review
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• Lecture 19 (Monday, 08 Oct 2007) More Description Logics, Classical Planning
  Discussion: Midterm Exam Review
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• Lecture 20 (Wednesday, 10 Oct 2007) Classical Planning
  Discussion: KR and Logic Review
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• Lecture 21 (Friday, 12 Oct 2007)Classical Planning
  Discussion: Search Review
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• Lecture 22 (Monday, 15 Oct 2007)Graph Planning
  Discussion: Exam 1 Review
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• Lecture 23 (Wednesday, 17 Oct 2007)HTN Planning and Robust Planning
  Discussion: Midterm Exam Review
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• Lecture 24 (Friday, 19 Oct 2007)Review of Logic and Search
  Discussion: Midterm Exam Review
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• Lecture 26 (Wednesday, 24 Oct 2007)Conditional, Continuous, and Multi-Agent Planning
  Discussion: Probability Refresher
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• Lecture 27 (Friday, 26 Oct 2007)Uncertain Reasoning: Probability Review
  Discussion: Probabilistic Reasoning Apps
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• Lecture 28 (Monday, 29 Oct 2007)Graphical Models of Probability 1
  Discussion: Representing Causality
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• Lecture 29 (Wednesday, 31 Oct 2007)Graphical Models of Probability 2
  Discussion: Distributions, KA & Learning
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• Lecture 30 (Friday, 02 Nov 2007)Inference and Software Tools 1
  Discussion: Projects, BNJ
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• Lecture 31 (Monday, 05 Nov 2007)Inference and Software Tools 2
  Discussion: MP6, BNJ
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• Lecture 33 (Monday, 12 Nov 2007)Introduction to Machine Learning
  Discussion: BNJ
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• Lecture 34 (Wednesday, 14 Nov 2007)Machine Learning, Continued
  Discussion: BNJ
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• Lecture 36 (Monday, 19 Nov 2007)Artificial Neural Networks
  Discussion: Machine Problem 8
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• Lecture 37 (MoNday, 26 Nov 2007)Machine Learning: Decision Trees and ANNs
  Discussion: Term Projects
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• Lecture 38 (Wednesday, 28 Nov 2007)Genetic and Evolutionary Computation
  Discussion: GA, GP
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• Lecture 39 (Friday, 30 Nov 2007)Genetic and Evolutionary Computation (GEC)
  Discussion: WEKA
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• Lecture 40 (Monday, 03 Dec 2007)Clustering and WEKA
  Discussion: In-Class Exercise
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• Lecture 41 (Wednesday, 05 Dec 2007)NLP and Philosophical Issues
  Discussion: Machine Translation (MT)
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