Articial Intelligence:
Philosophy and Foundations
CSCI 3202, Fall 2010
Introducing AI
as a Field of Study
What is AI?
Engineering vs. Cognitive Styles in AI
Two Histories: Ofcial and Unofcial
The
Articial Life
CSCI 3202, Fall 2010
Assignments
Problem Set 5 due Thursday
Final Exam Monday 12/13, 4:30-7 in this room;
open textbook, readings, laptops, notes; bring a
calculator
Review session: T
Machine Learning
CSCI 3202, Fall 2010
Assignments
To read this weekend: Chapter 18, sections
1-4 (if you wish to read ahead, 18.7 as well)
Machine Learning: Basic Themes
Method for learning
(E.g.,
Machine Learning
(Decision Trees and Intro to
Neural Nets)
CSCI 3202, Fall 2010
Assignments
To read this week: Chapter 18, sections 1-4
and 7
Problem Set 3 due next week!
Learning a Decision Tree
(Concluding) Decision Trees
and (Starting) Perceptrons
CSCI 3202, Fall 2010
Assignments
Problem Set 3 is due Tuesday 11/2
Read Section 18.7 in the textbook
Splitting Examples into
Training and Test
Neural Nets
CSCI 3202, Fall 2010
Assignments
Problem Set 3 due today!
Neural Networks: Some First
Concepts
Each neural element is loosely based on the
structure of neurons
A neural net is a collect
From Neural Nets to Game
Theory
CSCI 3202, Fall 2010
Assignments
Problem Set 4 sent out today; due Thursday
11/18
Reading for this week: Axelrod (can be
downloaded from the website)
Backpropagation:
Game Theory: From Zero-Sum
to Non-Zero-Sum
CSCI 3202, Fall 2010
Assignments
Reading (should be done by now): Axelrod
(at website)
Problem Set 3 due Thursday next week
Two-Person Zero Sum Games
The
Game Theory:
Non-Zero-Sum Games
CSCI 3202, Fall 2010
Assignments
Reading (should be done by now): Axelrod
(at website)
Problem Set 4 due a week from today
If you want to start reading for next wee
From Game Theory to Vision
CSCI 3202, Fall 2010
Assignments
For this week: Chapter 24
Poggio article will be posted at the website
by the weekend
Problem Set 4 due Thursday
I Dont Want to Play!
T
Low-Level Vision
CSCI 3202, Fall 2010
Assignments
For this week: Chapter 24
Problem Set 4 due today
David Marrs Levels of
Abstraction
Computational Level: What is the goal of the computation, why
A Few More Notes on
Bayesian Networks
CSCI 3202, Fall 2010
Assignments
Problem Set 2 due Tuesday
Please submit hard copy
Problem Set 3 will be posted this weekend
Reading (by Tuesday) Chap. 14 se
Probability: Bayes Law and
Bayesian Networks
CSCI 3202, Fall 2010
Administrivia
To read this week: Chapters 13, 14.1-14.4 in
the textbook
Problem Set 2 due Tuesday 10/19
CLIP discussion with studen
Fuzzy Logic; and an Intro to
Probability
CSCI 3202, Fall 2010
Administrivia
Problem Set 2 due October 19 (hard copy
only, please!)
To read by next week: Chapter 13 in the
textbook
Thursday, Octobe
The Turing Test
and Its Discontents
CSCI 3202, Fall 2010
Administrivia
Class Website:
http:/l3d.cs.colorado.edu/~ctg/classes/aif10/Home.html
Textbook:
S. Russell and P. Norvig, Articial Intelligence
Puzzles and Search
CSCI 3202, Fall 2010
Administrivia
Reading for this week: R+N Chapter 3,
sections 1-5
Problem Set 1 to be posted Sept. 7, due
Sept. 23
SEND
+MORE
_
MONEY
Visualizing Problems as S
Problem-Solving by Search
CSCI 3202, Fall 2010
Administrivia
Reading for this week: R+N Chapter 3,
sections 1-5
Problem Set 1 to be posted Sept. 7, due
Sept. 23
Visualizing Problems as Spaces
The i
Problem-Solving: A* and
Beyond
CSCI 3202, Fall 2010
Administrivia
Reading for this week: 4.1.1-4.1.3 (up to p.
126) in R+N; 5.1-5.4 (pp. 161-176)
Problem Set 1 will be posted by tomorrow
morning; du
Game-Playing
CSCI 3202, Fall 2010
Administrivia
Problem Set 1 has been posted (and sent
out). Due in class (hard copy) 9/23. (Get
started right away!)
To read for this week: R+N Chapter 5.1-5.4
Gam
Game-Playing (continued)
and a Bit of Logic
CSCI 3202, Fall 2010
Assignments
To read: Chapter 5, sections 1-4
For next week Chapter 7, sections 1-5
Problem Set 1 due Thursday next week
Game-Playing
Propositional Logic
CSCI 3202, Fall 2010
Assignments
To read this weekend: Chapter 7, sections 1-6
For next week: Chapter 8
Hard copy ONLY for PS1 9/23 (and YES, include
the program code as well!)
(More) Propositional Logic
and an Intro to Predicate
Logic
CSCI 3202, Fall 2010
Assignments
Next week: Guest lectures (Jim Martin and
Nikolaus Correll); Read Chapter 9 (but you
can skip sections on l
First-Order Predicate Logic
CSCI 3202, Fall 2010
Assignments
Next week: Guest lectures (Jim Martin and
Nikolaus Correll); Read Chapter 9 (but you
can skip sections on logic programming,
9.4.2-9.4.6)
Logics: A Sampler
CSCI 3202, Fall 2010
What is Truth?
Paris is the capital of France
An elephant is a mammal.
2 + 2 = 4
It is sunny today.
Lizzie Borden committed two murders.
The Rockies will win the
From Low-Level Vision to
Object Recognition
CSCI 3202, Fall 2010
Assignments
For this week: Chapter 24
Poggio article is posted at the website
Problem Sets 3 and 4 back on Thursday
Problem Set 5 d