|
Lec.
|
Date
|
Topic
|
Readings
|
Notes
|
|
1
|
Jan 10
|
Introduction |
Text: Chapter 1 (revised) |
Lecture Slides 1 PS PDF |
|
2
|
Jan 15
|
Search I : Uninformed Search |
Text: Chapter 3 (revised)
| Lecture Slides 2 PS PDF |
|
3
|
Jan 17
|
Search I : Uninformed Search |
Text: Chapter 3 (revised)
| Lecture Slides 2 PS PDF |
|
4
|
Jan 22
|
Search II: Informed Search, Alternative Search Techniques |
Text: Chapter 4 (revised)
| Lecture Slides 3 PS PDF
Homework 1 |
|
5
|
Jan 24
|
NP-Hardness, begin CSPs |
Text: Chapter 5 (revised) |
Lecture Slides 4 PS PDF |
|
6
|
Jan 29
|
More CSPs and SAT |
| Lecture Slides 4 PS PDF |
|
7
|
Jan 31
|
More CSPs and SAT |
| Lecture Slides 4 PS PDF |
|
8
|
Feb 5
|
Game Playing |
Text: Chapter 6 (revised) |
Lecture Slides 5 PS PDF Homework 2 |
|
9
|
Feb 7
|
Logic
|
Text: Chapter 6 |
Lecture Slides 6 PS PDF |
|
10
|
Feb 12
|
First Order Logic
|
Text: Chapter 7 |
Lecture Slides 7 PS PDF |
|
11
|
Feb 14
|
Inference
|
Text: Chapter 9 |
Lecture Slides 7 PS PDF |
|
12
|
Feb 19
|
Prolog
|
Text: Chapter 10 |
Lecture Slides 8 PS PDF Homework 3 |
|
13
|
Feb 21
|
Classical Planning
|
Text: Chapter 11 (revised) |
|
|
14
|
Feb 26
|
(Slack)
|
|
|
|
15
|
Feb 28
|
Midterm I
|
|
|
|
16
|
Mar 5 |
Planning
|
|
|
|
17
|
Mar 7
|
Planning
|
|
Othello project due PS PDF |
|
|
Mar 12
|
Spring Break
|
|
|
|
|
Mar 14
|
Spring Break
|
|
|
|
18
|
Mar 19
|
Learning
|
Text: Chapter 18 (revised)
|
|
|
19
|
Mar 21
|
Learning
|
Text: Chapter 18 (revised) |
|
|
20
|
Mar 26
|
Neural Network Learning
|
Text: Chapter 19 |
Lecture Slides 10 PS PDF |
|
21
|
Mar 28
|
Uncertainty
|
Text: Chapter 15 (revised) |
Lecture Slides 11 PS PDF Homework 4 |
|
22
|
Apr 2
|
Probabilistic Reasoning Systems
|
Text: Chapter 16 (revised) |
Lecture Slides 12 PS PDF |
|
23
|
Apr 4
|
Probablistic Reasoning Over Time
|
Text: Chapter 17 (revised) |
Lecture Slides 13 PS PDF |
|
24
|
Apr 9
|
Probablistic Reasoning Over Time
|
Text: Chapter 17 (revised) |
Lecture Slides 13 PS PDF Homework 5 PS PDF |
|
25
|
Apr 11
|
Simple Decisions
|
Text: Chapter 16 |
Lecture Slides 14 PS
PDF |
|
26
|
Apr 16
|
Complex Decisions
|
Text: Chapter 17 |
|
|
27
|
Apr 18
|
Reinforcement Learning
|
Text: Chapter 20 |
|
|
28
|
Apr 23
|
(Slack)
|
|
Neural Net Project Due PDF
PS |