CSCI - 561
Foundations of Artificial Intelligence
Tentative
Schedule
|
LECTURE SCHEDULE |
||
|
July 1 |
Class info + Introduction to AI (chapter 1) |
|
|
July 2 |
Intelligent Agents (chapter 2) |
|
|
Search |
||
|
July 6 |
Intelligent Agents (chapter 2) |
|
|
July 7 |
Uninformed (chapter3) |
|
|
July 8 |
Uninformed(2) + |
|
|
July 9 |
Informed search (chapter 4) Hillclimbing, and other
algorithms (chapter 4) |
|
|
Game Playing |
||
|
July 13 |
Minimax technique (chapter
6) |
|
|
July 14 |
Alpha-beta techniques
(chapter 6) |
|
|
Knowledge
Representation and Reasoning |
||
|
July 15 |
Propositional logic
(chapters 7), |
|
|
July 16 |
First-order logic (chapters 8) |
|
|
Planning |
||
|
July 20 |
Reasoning in FOL (chapter 9) |
|
|
July 21 |
Encoding planning
problems + Partial-order planning(chapter 11) |
|
|
Machine Learning |
||
|
July 22 |
POP |
|
|
July 23 |
Neural networks (chapter
20) |
|
|
July 27 |
Midterm |
All the topics up to end of
Reasoning in FOL |
|
Probabilistic Reasoning |
||
|
July 28 |
Neural Networks |
|
|
July 29 |
Probabilities (chapter 13) |
|
|
July 30 |
Bayesian networks (chapter 14) |
|
|
Aug. 3 |
Decision Trees (Chapter 18) |
|
|
Aug. 4 |
Fuzzy logic |
|
|
Aug. 5 |
Genetic Algorithms |
|
|
Aug. 6 |
Reasoning Over Time (Kalman Filter) |
|
|
Aug. 10 |
Review |
|
|
Aug. 11 |
Final exam |
|
