CPSC 548 - Artificial Intelligence II
- Instructor:
- Dr. Dylan Schwesinger
- Location:
- OM 158
- Meeting times:
- Section 201: Wednesday 6:00pm – 8:50pm
- Course Zoom Meeting ID:
- 945 8610 3527
- Office hours:
-
Monday & Wednesday: 4:00pm – 5:30pm
Tuesday & Thursday: 10:00am – 11:00am - Office hours Zoom meeting ID:
- 732 788 237
Course Description
A study of advanced topics in artificial intelligence (AI) focusing on those aspects of AI which are most relevant to the design and construction of intelligent agents: control, knowledge acquisition and representation, reasoning with knowledge, planning and carrying out actions.
Prerequisite: CPSC 447 or permission of instructor.
Course Information
Tentative Schedule
| Week | Reading | Topics |
|---|---|---|
| 1 | Course Overview | |
| 2 | 16 | Making Simple Decisions |
| 3 | 17 | Markov Decision Processes |
| 4 - 5 | 22 | Reinforcement Learning |
| 6 | 12 | Probability |
| 7 | 13 | Bayes Nets |
| 8 | Spring Break | |
| 9 - 10 | 14 | Markov Models |
| 11 | 19 | Machine Learning |
| 12 | 20 | Learning Probabilistic Models |
| 13 | 21 | Deep Learning |
| 14 - 15 | Applications |