Weeks | Meetings | Topic | Readings & Handouts |
---|---|---|---|
1. | Sept. 2 | Course Administration | |
Sept. 4 | Introduction to AI | Ch 1 Slide: Introduction to AI |
|
2. | Sept. 9 | Solving Problem by Searching | Ch 3.1 ~ Ch 3.3 Slides: Solving Problem by Searching |
Sept. 11 | Uninformed Search Strategies | Ch 3.4 ~ Ch 3.5 Slides: Uninformed Search Strategies |
|
3. | Sept. 16 | Uninformed Search Strategies
(continued) Informed Search and Exploration |
Ch 4 Slides: Informed Search and Exploration Part I |
Sept. 18 | Informed Search and Exploration (continued) | ||
4. | Sept. 23 | Informed Search and Exploration (continued) | Slides: Informed Search and Exploration Part II |
Sept. 25 | Informed Search and Exploration (continued) | ||
5. | Sept. 30 | Informed Search and Exploration (continued) | |
Oct. 2 | Adversarial Search | Ch 6 | |
6. | Oct. 7 | Evolutionary Computing | |
Oct. 9 | Evolutionary Computing (continued) | ||
7. | Oct. 14 | Knowledge and Reasoning | Ch 7.4 ~ Ch 7.5 |
Oct. 16 | First-Order Logic | Ch 8.1 ~ Ch 8.3 | |
8. | Oct. 21 | First-Order Logic
(continued) Pre-Midterm Exam Review |
|
Oct. 23 | Midterm Exam | ||
9. | Oct. 28 | Knowledge Representation | |
Oct. 30 | Knowledge Representation (continued) | ||
10. | Nov. 4 | Probabilistic Reasoning | Ch 13 ~ Ch 14 |
Nov. 6 | Introduction to Weka | ||
November 6, Course Withdraw Deadline | |||
11. | Nov. 11, no class, Veterans Day (Holiday) | ||
Nov. 13 | Probabilistic Reasoning Over Time | Ch 15 | |
12. | Nov. 18 | No class, make-up class will be on Tue. Dec. 16 | |
Nov. 20 | Learning from Observations | Ch 18 | |
13. | Nov. 25 | Learning from Observations (continued) | |
Nov. 27, no class, Thanksgiving Recess | |||
14. | Dec. 2 | Statistical Learning Methods | |
Dec. 4 | Statistical Learning Methods (continued) | ||
15. | Dec. 9 | Support Vector Machines | |
Dec. 11 | Support Vector Machines (continued) | ||
16. | Dec. 16 | Reinforcement
Learning Pre-Final-Exam Review |
Ch 21 |
Dec. 18 | Final Exam |