Artificial Intelligence
Monday/Wednesday/Friday 13:30 - 14:20 Room 127 Nichols Hall
Lecture Notes (Last updated 05 Dec 2007)
- Lecture 00 (Monday, 20 Aug 2007) - Artificial Intelligence: Course Organization and Survey
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 01 (Wednesday, 22 Aug 2007) - Intelligent Agents Overview
Discussion: Problem Set 1, Term Projects 1 of 3
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 02 (Friday, 24 Aug 2007) - Problems Solving by Search
Discussion: Problem Set 1, Term Projects 2 of 3
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 03 (Monday, 27 Aug 2007) - Search Prolbems
Discussion: Problem Set 1, Term Projects 3 of 3
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 05 (Friday, 31 Sep 2007) - Informed Search Intro
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- (Monday, 03 Sep 2007) - Laber Day Break
- Lecture 06 (Wednesday, 05 Sep 2007) - Informed Search Intro
A/A* Properties, Hill-Climbing, Beam Search
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 07 (Friday, 07 Sep 2007) -Constraint Satisfaction Problems (CSP)
Discussion: PS1 issues
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 08 (Monday, 10 Sep 2007) -CSP Techniques and Game Tree Search
Discussion: Project Plans, MP2 Design
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 09 (Wednesday, 12 Sep 2007) -Evaluation Functions and Expectiminimax
Discussion: Games in AI
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 10 (Friday, 14 Sep 2007) -Logical Agents and Propositional Logic
Discussion: Logic in AI
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 11 (Monday, 17 Sep 2007) -Resolution, Forward/Backward Chaining
Discussion: Expert Systems
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 12 (Wednesday, 19 Sep 2007) -First-Order Logic: Syntax and Semantics
Discussion: Role of Logic in Planning
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 13 (Friday, 21 Sep 2007) -First-Order Logic: KE and Theorem Proving
Discussion: Review of Models, Theorem Proving
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 14 (Monday, 24 Sep 2007) -First-Order Logic: Unification, Inference
Discussion: PS3, Constraint Logic
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 15 (Wednesday, 26 Sep 2007) -First-Order Logic: Resolution
Discussion: AI Applications 2 of 3
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 16 (Friday, 28 Sep 2007) -Logic Programming
Discussion: Machine Problem 4
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 17 (Wednesday, 03 Oct 2007) -Knowledge Representation and Ontologies
Discussion: Situational Calculus
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 18 (Friday, 05 Oct 2007) KR ¨C Situational Calculus, Frame Problems
Discussion: Midterm Exam Review
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 19 (Monday, 08 Oct 2007) More Description Logics, Classical Planning
Discussion: Midterm Exam Review
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 20 (Wednesday, 10 Oct 2007) Classical Planning
Discussion: KR and Logic Review
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 21 (Friday, 12 Oct 2007)Classical Planning
Discussion: Search Review
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 22 (Monday, 15 Oct 2007)Graph Planning
Discussion: Exam 1 Review
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 23 (Wednesday, 17 Oct 2007)HTN Planning and Robust Planning
Discussion: Midterm Exam Review
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 24 (Friday, 19 Oct 2007)Review of Logic and Search
Discussion: Midterm Exam Review
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 26 (Wednesday, 24 Oct 2007)Conditional, Continuous, and Multi-Agent Planning
Discussion: Probability Refresher
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 27 (Friday, 26 Oct 2007)Uncertain Reasoning: Probability Review
Discussion: Probabilistic Reasoning Apps
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 28 (Monday, 29 Oct 2007)Graphical Models of Probability 1
Discussion: Representing Causality
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 29 (Wednesday, 31 Oct 2007)Graphical Models of Probability 2
Discussion: Distributions, KA & Learning
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 30 (Friday, 02 Nov 2007)Inference and Software Tools 1
Discussion: Projects, BNJ
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 31 (Monday, 05 Nov 2007)Inference and Software Tools 2
Discussion: MP6, BNJ
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 33 (Monday, 12 Nov 2007)Introduction to Machine Learning
Discussion: BNJ
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 34 (Wednesday, 14 Nov 2007)Machine Learning, Continued
Discussion: BNJ
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 36 (Monday, 19 Nov 2007)Artificial Neural Networks
Discussion: Machine Problem 8
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 37 (MoNday, 26 Nov 2007)Machine Learning: Decision Trees and ANNs
Discussion: Term Projects
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 38 (Wednesday, 28 Nov 2007)Genetic and Evolutionary Computation
Discussion: GA, GP
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 39 (Friday, 30 Nov 2007)Genetic and Evolutionary Computation (GEC)
Discussion: WEKA
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 40 (Monday, 03 Dec 2007)Clustering and WEKA
Discussion: In-Class Exercise
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
- Lecture 41 (Wednesday, 05 Dec 2007)NLP and Philosophical Issues
Discussion: Machine Translation (MT)
MS PowerPoint format-original
marked
Acrobat PDF format-original
marked
Tegrity lecture
Back to the CIS730 main page
Page created: 19 Aug 2007
Last updated: 05 Dec 2007
William H. Hsu, CIS 730 instructor