Partial schedule for the upcoming weeks. We will update it frequently
as more details become available.
| Date |
Topic |
Readings |
Slides |
Comments |
| Monday, March 29 |
Introduction |
none |
[PPT]
[PDF]
[PDF Handout] |
|
| Wednesday, March 31 |
Agents and Environments |
AIMA Ch.2
AIMA Ch.1 (optional) |
[PPT]
[PDF]
[PDF Handout] |
|
| Friday, April 2 |
Problem Spaces and Search |
AIMA Ch.3 |
[PPT]
[PDF]
[PDF Handout] |
|
| Monday, April 5 |
Informed Search |
AIMA Ch.4.1 and 4.3 |
[PPT]
[PDF]
[PDF Handout] |
PS1 out |
| Wednesday, April 7 |
Heuristics |
AIMA Ch.4.2 |
[PPT]
[PDF]
[PDF Handout] |
|
| Friday, April 9 |
Constraint Satisfaction |
AIMA Ch.5 |
[PPT]
[PDF]
[PDF Handout] |
|
| Monday, April 12 |
CSP in Practice; Supple |
none |
[PDF]
[PDF Handout]
[UI generation worksheet]
|
|
| Wednesday, April 14 |
Adversarial Search |
AIMA Ch.6 through 6.3 |
[PDF]
[PDF Handout] |
|
| Friday, April 16 |
Knowledge Representation |
AIMA Ch.7 |
[PPT]
[PDF]
[PDF Handout] |
PS1 due |
| Monday, April 19 |
Inference in Propositional Logic |
AIMA Ch.7.5-7.7 |
[PPT]
[PDF]
[PDF Handout] |
PS2 out |
| Wednesday, April 21 |
Inference in Propositional Logic (part 2) |
none |
[PPT]
[PDF]
[PDF Handout] |
PS2 - form teams |
| Friday, April 23 |
First Order Predicate Calculus |
AIMA Ch.8 and 10 through 10.3 |
[PPT]
[PDF]
[PDF Handout] |
|
| Monday, April 26 |
Inference in FOPC |
AIMA Ch.9 through 9.4 |
[PPT]
[PDF]
[PDF Handout] |
PS2 - submit early code |
| Wednesday, April 28 |
Programming by Demonstration; SMARTedit |
none |
SMARTedit:
[PPT]
[PDF]
[PDF Handout] |
|
| Friday, April 30 |
Machine Learning I |
AIMA Ch.18.1, 18.2 and 19.1 |
[PPT]
[PDF]
[PDF Handout] |
|
| Monday, May 3 |
Decision Tree Induction |
AIMA Ch.18.3 |
[PPT]
[PDF]
[PDF Handout] |
PS2 due |
| Wednesday, May 5 |
Midterm |
none |
[Solutions]
[Revised Solutions]
|
|
| Friday, May 7 |
Decision Tree Induction II |
none |
[PPT]
[PDF]
[PDF Handout] |
|
| Monda, May 10 |
Learning Ensembles |
AIMA Ch.18.4 |
Ensembles:
[PPT]
[PDF]
[PDF Handout]
Planning:
[PPT]
[PDF]
[PDF Handout] |
|
| Wednesday, May 12 |
Planning I |
AIMA Ch.11 through 11.2 |
[PPT]
[PDF]
[PDF Handout] |
|
| Friday, May 14 |
Planning II |
AIMA Ch.11.4 and 11.5 |
slides got accidentally destroyed
|
PS 3 part I out |
| Monday, May 17 |
Uncertainty |
AIMA Ch.13 |
[PPT]
[PDF]
[PDF Handout] |
|
| Wednesday, May 19 |
Inference in Bayes Nets |
AIMA Ch.14 through middle of p.501 + 14.5 |
[PPT]
[PDF]
[PDF Handout] |
|
| Friday, May 21 |
Statistical Learning |
AIMA Ch.20 through 20.2 |
[PDF]
[PDF Handout] |
|
| Monday, May 24 |
Expectation MAximization |
AIMA Ch. 20.3 |
[PPT]
[PDF]
[PDF Handout] |
|
| Wednesday, May 26 |
Probabilistic Reasoning Over Time |
AIMA Ch. 15 through 15.2 |
[PPT]
[PDF]
[PDF Handout] |
|
| Friday, May 28 |
Markov Decision Processes |
AIMA Ch.17 through 17.2 and 17.4 |
[PPT]
[PDF]
[PDF Handout] |
PS3 part I due |
| Monday, May 31 |
Memorial Day |
none |
|
|
| Wednesday, June 2 |
Reinforcement Learning |
|
[PPT]
[PDF]
[PDF Handout] |
|
| Friday, June 4 |
Review |
none |
[PPT]
[PDF]
[PDF Handout] |
PS3 part II due |
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