EECS 391/491: PROBLEM SET #1


Reading:


FORMAT (applicable for all 391 assignments):


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

  1. Toss a coin 31 times and record the outcome (as a string of H and T);
  2. Compute the experimentally observed probability of heads over tosses 1 through 20;
  3. Compute the Markov chain transition probabilities over the first 21 tosses (viz., the first 20 transitions).
  4. 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.
  5. 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.
  6. Test your progam on its ability to predict the ten tosses (nos. 22 to 31) of both your coin and your friend.
  7. 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.