The hybrid edition
In class sessions will be alternating Tuesdays, 5:30-6:45. The topics for these sessions are indicated in red
|
Week |
Topic |
Relevant reading (R&N) |
Homework/Project |
|---|---|---|---|
|
1 |
Introduction |
Ch. 1, |
|
|
2 |
Knowledge representation overview LISP Programming |
Ch. 10 (10.1, 10.2, 10.6) LISP reference, eg. Graham - Chapters 1 - 9 |
|
|
3 |
LISP Programming (discussion and demos) Uninformed Search (part 1) |
Ch. 3 |
|
|
4 |
Uninformed Search (part 2) Informed Search (part 1 & 2) |
Ch. 4
|
Hwk 1 due |
|
5 |
Uninformed and Informed Search (discussion) Constraint Satisfaction (part 1) |
|
|
|
6 |
Constraint Satisfaction (parts 2 - 3) |
|
|
|
7 |
Midterm Exam |
|
Hwk 2 due |
|
8 Mar 18 - 20 |
Adversarial Search (part 2 & 3) (Spring Recess, wk of 3/18
|
|
|
|
9 Mar 25 - 27 |
Adversarial Search (discussion) Logical agents
|
Ch 8 |
|
|
10 |
First Order Logic (part 1- 2) Inference in FOL (part 1 &2)
|
Ch. 9 (all) |
Hwk 3 due |
|
11 |
Logic and Inference (discussion) Rules and expert systems |
|
|
|
12 |
Knowledge Representation (Situation Calculus) Planning (part 1 & 2) |
Ch 10 () Ch 11 (11.1, 11.2) |
|
|
13 |
Knowledge representation and Planning (discussion) Machine Learning (part 1) |
Ch 18 |
|
|
14 Apr 29 – May 1 |
Machine Learning (part 2) Communication |
Ch 22 |
|
|
15 May 6-8 |
Machine Learning and Communication (discussion); Term project presentations |
|
Term Project due |
|
|
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|
|
Grading Scheme:
Online exercises and quizzes (14 %), 3
programming assignments (36 %), a term project (15%) , a midterm
(15%) and a final (20%).
The final exam is