159.302 Artificial Intelligence

Semester 1- 2009

 

Assignment 1   Marks

Exercises    

Midterm Marks

 

Course Outline

Lecture 0       Introduction to the course

Lecture 1      What is AI

Lecture 2      Intelligent Agents

Lecture 3      Types of Agents

Lecture 4      Search Methods- Blind

Lecture 5      Search Methods- Continued

Lecture 6      Search Methods- Implementation and evaluation

Lecture 7      Search Methods- Informed

Lecture 8     Search Methods- Informed continued

Lecture 9      Search Methods- Informed continued

Lecture 10    Search Methods- Game playing

Lecture 11    Search Methods- Game playing continued

Lecture 12    Logic, Knowledge representation and Inference

Lecture 13    Propositional Logic

Lecture 14    Resolution Principle

Lecture 15    Knowledge Based Systems

Lecture 16    Forward and Backward Reasoning

Lecture 17    Tools for Rule Based Systems

Lecture 18    Tools for Rule Based Systems- Continued

Lecture 19    Uncertainty

Lecture 20     Fuzzy 1

Lecture 21     Fuzzy 2

Lecture 22     Neural Networks 1

Lecture 23     Neural Networks 2

Lecture 24     NLP

Lecture 25    MT 1

Lecture 26    MT 2

Lecture 27    Review

    

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Old Material

Information

    Course Outline
Notes Slides
Introduction  I01.ppt, I02.ppt
Agents  I03.ppt
Search  I04.ppt, I05.ppt
Logic  I06.ppt
Fuzzy Logic  I07.ppt
Game Playing  I08.ppt
Expert Systems  I09.ppt
Planning  I10.ppt
GP guest Lecture Matthew's GP site
Natural Language  I12.ppt
Machine Vision/ Pattern Recognition  I13.ppt
 

 
 All notes compressed: www.zip
Assignments
Assignment 1


Assignment 2


   


Review Questions
Review 1     Review 2      GP review

Past Exam Papers
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