EECS 391/491: PROBLEM SET #1
Reading:
- R&N: 1.1,3-4; 26.1-2; Turing's "Computing Machinery and Intelligence" (link on course webpage)
FORMAT (applicable for all 391 assignments):
- Use standard sheets of paper (8.5 by 11 inches)
- Use a corner STAPLE to attach multiple sheets. Please, no paper clips, tape, or folding over.
- Perform all work neatly. When asked to write a paragraph (as in 1.1-5, G1.1 below),
they should be typed (e.g., using a computer).
- 491 Students: Complete 491 portions on separate, stapled sheets.
Don't forget your name.
The next five problems are taken from R&N: pages 30-31.
Write a paragraph
for each of them (10 points each).
Answers for 1.1-5 must be typed.
Problem 1.1 [10 points]
Problem 1.2 of R&N, but only answer their third
question: "Can you think of new objections ... ?"
Problem 1.2 [10 points]
Problem 1.3 of R&N
Problem 1.3 [10 points]
Problem 1.4 of R&N
Problem 1.4 [10 points]
Problem 1.10 of R&N
Problem 1.5 [10 points]
Problem 1.11 of R&N
Problem 1.6 [20 points]
Design and build an
AI program to pass one special piece of the Turing test.
Formulate a simple cognitive model for addition
of pairs of integers. Test it on a few examples. Implement it
using a programming language of your choice.
Turn in your code and some example input/output pairs.
How might you modify or use your model as part of a cognitive
model of multiplication?
Problem 1.7 [30 points]
Shannon's "Mind Reading" Machine
- Toss a coin 31 times and record the outcome (as a string of H and T);
- Compute the experimentally observed probability of heads
over tosses 1 through 20;
- Compute the Markov chain transition probabilities
over the first 21 tosses (viz., the first 20 transitions).
-
Repeat (a)-(c) above with a sequence verbally derived
from a friend not in the class who does not know the
underlying model you are trying to construct.
- Using any language you wish,
implement a computer program to simulate a run of
10 tosses of the Markov chain starting at an arbitrary initial state:
H or T.
- Test your progam on its ability to predict the ten tosses
(nos. 22 to 31) of both your coin and your friend.
- Comment on your results.
Again, turn in your code and any input/output pairs used in testing.
Note: This problem--and all GX.Y problem--are for 491 students only.
Problem G1.1 [20 points]
State of the Art AI
Problem 1.7 of R&N.
This answer must be typed and on a separarate sheet
from the above.
Created: 2008-01-12.
Modified: 2008-01-20.