期末考试为半开卷考试,考查范围主要涉及:搜索算法,约束满足问题,博弈问题,MDP,增强学习,概率推理,贝叶斯网络,决策网络和信息价值,隐式马可夫网络,机器学习等相关内容。
Project 1 has been posted.
Num. | Date | Topic | Reading | Slides | Video | Homework |
---|---|---|---|---|---|---|
1. | Feb. 26 | Overview of Aritifical Intelligence | Chapter 1 | ppt | video | |
2. | Feb. 28 | Uninformed Search (I) | Chapter 3, 3.1-3.4 | ppt | video | |
3. | Mar. 04 | Uninformed Search(II) & Informed Search | Chapter 3, 3.1-3.4 | ppt | video | |
4. | Mar. 06 | Informed Search(I) | Chapter 3, 3.5-3.6 | ppt | video | |
5. | Mar. 11 | Informed Search(II) | Chapter 3, 3.5-3.6 | ppt | video | |
6. | Mar. 13 | CSP | Chapter 6, 6.1-6.4 | ppt | video | P191,6.2,6.5 |