Overview
Time: 13:10~16:00, Thursday
Location: NCKU CSIE Rooms 4264 and 4261
Lecturer: Wei-Ta Chu (Office 65B08, NCKU CSIE Building)
Textbook: Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach 4th edition, Pearson, 2020.
Course website: http://mmcv.csie.ncku.edu.tw/~wtchu/courses/2025f_AI
TA:
- 助教群Email: nckummcvlab@gmail.com
Grading
- Five homework assignments (40%): including programing, writing report, and short video
- One exam (30%)
- One final Project (30%): including project proposal, project implementation, writing report, and oral presentation
Syllabus
| Weeks | Content | Notes |
| 9/11 | Introduction, Intelligent Agents | |
| 9/18 | Intelligent Agents | hw1公布 (Project分組、主題方向制定） |
| 9/25 | Solving Problems by Searching | |
| 10/2 | Search in Complex Environments | hw1繳交、hw2公布 |
| 10/9 | Quantifying Uncertainty | |
| 10/16 | Learning from Examples | hw2繳交、hw3公布(Project期中報告) |
| 10/23 | Learning Probabilistic Models | |
| 10/30 | Learning Probabilistic Models | hw3繳交, hw4公布 |
| 11/6 | Deep Learning | |
| 11/13 | Deep Learning | hw4繳交, hw5公布(final project short video) |
| 11/20 | Deep Learning for Natural Language Processing | |
| 11/27 | Computer Vision | hw5繳交 |
| 12/4 | Generative AI | |
| 12/11 | Final Exam (同時段同步考試) | |
| 12/18 | Final project報告 (優選團隊、線上線下同步報告) | |
| 12/25 | 放假 | |
| 1/1 | 放假 | |
| 1/8 | 彈性學習(TBA) | |