CS462 /CS570 Artificial Intelligence
Course outline
A free version of Common Lisp can be downloaded from
Franz.
A free version of Protege can be downloaded from
Protege web site.
Lecture nodes
Lecture 1
Lecture 2
Lecture 3
Lecture 4
Lecture 5
and the
demo slide.
Lecture 6
Lecture 7
and
demo1 slide
,
demo2 slide.
Lecture 8
Lecture 9
Lecture 10
Lecture 11
Lecture 12
Lecture 12 Appendix 1
Intro in Protege and DLs example.
Lecture 12 Appendix 2
Family Ontology Example in Protege.
Lecture 13
Lecture 14
Lecture 15
Lisp code
Student data base example --
version 1
and
version 2
(improved representation).
Missionaries and cannibals example with depth-first search
Missionaries and cannibals example with breadth-first search
A simple breadth-first search example
A simple depth-first search example
A simple best-first search example
A simple hill-climbing search example
Search using association lists for representing data
Search using structures for representing data
Iterative breadth-first search example
Beam search example
5-puzzle
with number of tiles in proper places as heuristic for informed search, and
8-puzzle
version of it
A genetic algorithm
A forward chaining algorithm
A backward chaining algorithm
Wang's algorithm
Assignments and announcements
Introduction to the Semantic Web
AI: Some recent developments (2016), but more importantly, a DATAVERSITY portal with huge number of links to most recent AI work
Homework 1
and the
5-puzzle code
that goes with it. An extended
best-first with Distance property
can be used for problem 1 . Deadline: February 17, 2019.
Project research: Must decide on the topic, submit for approval the paper(s) to be studied (bring a copy to class) by February 28, 2019. Failing to do that will decrease your project grade by 3 points.
Homework 2
. Deadline March 10, 2019.
Homework 3
. Deadline March 31, 2019.
Homework 4:Part 1
. No grade given for this part; nothing to submit for grading. Deadline April 15, 2019.
Homework 4:Part 2
. Deadline April 29, 2019.
Final exam questions.
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