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CSC480 ARTIFICIAL INTELLIGENCE |
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Dr.
Susan Imberman Office Hours: Office
Hours: : Tuesday 11:00 - 2:00 PM 1N215
Professor
Imberman's email: susan
dot imberman at csi dot cuny dot edu (NO SPACES!! The space is there to thwart any
Spam crawlers. Replace the word at with @ and dot with . )
LINK to Norvig
and Russell’s Textbook page - Great
resource for studying!!
Date |
Topic and
Assignments |
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1/31 |
What is AI? The Turing TEST Read: Chapter 1 Text Articles for today Download and read from the ACM digital library, "Robots After All" by Hans Moravec The ACM digital library is available from the school's library home page. Rise of the Robots by Hans Moravec Assignment 1 - The Turing Test |
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2/3 |
A History of AI Creating the Interactive History of AI |
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2/5 |
Class will start at 5:00 PM |
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2/10 |
Read Chapter 2 Text Do Exercises -Chapter
2, 2.3, 2.4, 2.5, 2.9 text due Read Chapter 3 Text Turing Test Part 1 due: 2/19/2015 Wikis due 2/26/2015 |
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2/12 |
No class - Holiday!!!! |
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2/17 |
Chapter 3 - Uninformed Search |
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2/19 |
Chapter 3 - Uninformed Search |
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2/24 |
Chapter 3 - Uninformed Search, Informed search |
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2/26 |
Chapter 3 - Informed Search Wiki's
due |
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3/3 |
Read Chapter 3 - Informed Search Cannibals
and Missionaries Due 3/17 Problem 3.9
in your text Group HW can be done individually or in a group. No more than 3 people in a group. If the HW is done in a group then only one
HW set is to be handed in for the entire group. Everyone in the group will receive the same
grade. Chapter 3 3.6 a, d, 3.15, SAMPLE MIDTERM EXAM - CLICK HERE Due 3/10 |
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3/5 |
Class starts at 5PM Part II Turing test - Take the survey in BB Due 3/10 |
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3/10 |
Go over sample Midterm, Look at Turing test results |
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3/12 |
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3/17 |
EXAM
TODAY!!!! Sample
Midterm ans pt 2 |
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3/19 |
Class starts at 5:10PM Heuristics |
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3/24 |
Go over
Midterm exam |
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3/26 |
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3/31/2015 |
Online Assignment 1 Watch "The Smartest Computer On Earth". http://www.pbs.org/wgbh/nova/tech/smartest-machine-on-earth.html Answer the "test" questions in the course documents tab in Blackboard. In order to get credit for this assignment you must answer 15 out of 20 questions correctly. Multiple attempts will not be allowed. Hint - The questions are ordered according to the events in the video. Related youtube videos you need to watch: https://www.youtube.com/watch?v=P18EdAKuC1U https://www.youtube.com/watch?v=b2M-SeKey4o Online Assigment 2 - Arduino stuff Download and install the Arduino software - Note this software needs to run under an Administrator account. http://arduino.cc/en/main/software Becoming familiar with the Arduino - Run the blink program: https://learn.adafruit.com/adafruit-arduino-lesson-1-blink Look at the Arduino documents in BB.
Read the chapter 6 document and do the "wire" experiments. I will supply the wire. |
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4/2 |
Read papers on Watson and Deep
Blue in assignment section of BB. Compare and contrast Watson and
Deep Blue. Use the "How to Evealuate A Paper" questions as your guide. Due 4/21 How to Evaluate A
Paper
16
Puzzle due 4/16 Online
Assignments 1 and 2 due 4/14 Extra Credit -
Write a program that solves the 8 queens problem using a genetic algorithm. Enjoy your
spring break!! |
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4/14 |
Machine Learning Decision Trees Decision
Tree Calculations for Play Tennis |
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4/16 |
CLASS CANCELLED |
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4/21 |
Decision Trees For exam 2 review do problems 1, 4, 5 and 6 on exam2hw DUE 4/28 Extra Credit I - 2 percentage points added to your grade
(May substitute for a missing project)
Show the calculations and the resulting decision tree given by the ID3
algorithm when given the following training data. The target concept is giveloan
What rules are defined by the decision tree?? DUE 5/19 Extra credit II - (1 percentage point added to
grade May substitute for a missing project))
- Do either A, B OR C. Do not do all three. You will receive credit only for one of
them. Choice A - C4.5 is a decision tree algorithm that implements the
methods we discussed. Download and run
C4.5 on the play tennis data discussed in class and the restaurant data on
page 656 in your text. Print and hand
in the results. C4.5 can be found
at: http://www.rulequest.com/Personal Note:
C4.5 is a UNIX program and you will need a UNIX account to run the
software. If you are interested in
this project see me so I can get you an account if you don't already have
one. Choice B - The commercial
windows version of C4.5, called See5, is available for download at: http://www.rulequest.com/download.html It is limited version of the full
software. This means that it will not
work with data that has more than 400 records. Notwithstanding, this is sufficient for the
play tennis and the restaurant data.
Download See5 and print the results from those two datasets Choice C – Use Weka’s J4.8 algorithm to do evaluate the two data
files. It can be found at: |
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4/23 |
CLASS STARTS AT 5:00 PM Neural Networks Neural Network slides from Tom Mitchell |
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4/28 |
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4/30 |
Robotics |
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5/3 |
Go over exam2hw |
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5/7 |
Exam II |
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5/12 |
Robotics Finish
building your robot http://learn.parallax.com/node/192 Attach and
test the photosensors. We will use photosensors
that have been shielded and wired. http://learn.parallax.com/node/255 |
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5/14 |
Robotics |
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5/21 |
Last
Robotics day. Robot Project due |