| WEEK |
TOPIC |
READING |
| 1 |
AI Overview |
Section 1.1-1.2 |
| - |
Prolog (1) |
Prolog
Tutorial |
| * |
Labor Day (no classes held) |
* |
| 2 |
Prolog (2) |
SWI-Prolog Manual |
| - |
Prolog (3) |
SWI-Prolog Manual |
| 3 |
Automated Reasoning |
Section 5.1-5.4 |
| - |
State Space Search |
Section 3.1-3.5 |
| 4 |
Search and Reasoning |
Prolog
Tutorial |
| - |
Heuristic Search |
Section 3.6-3.7 |
| 5 |
Game Playing |
Section 10.1-10.3 |
| - |
Planning |
Section 8.1-8.2 |
| 6 |
Prolog (4) |
Prolog
Tutorial |
| - |
Knowledge-Based System |
- |
| 7 |
Knowledge Representation |
Section 1.4, 13.2-13.3 |
| - |
mid-term exam |
- |
| 8 |
mid-term review |
- |
| - |
Issues in Search |
- |
| 9 |
Issues in Reasoning |
- |
| - |
Reasoning with Uncertainty |
Chapter 6, Chapter 9 |
| 10 |
Learning: Symbolic Approaches |
Chapter 7, Chapter 11 |
| - |
Learning: Connectionist Approaches |
Chapter 7, Chapter 11 |
| 11 |
Learning: Statistical Approaches |
Chapter 7, Chapter 11 |
| - |
Communication and Language |
Section 12.6 |
| 12 |
Perception |
- |
| - |
Robot and Agent |
Chapter 2 |
| 13 |
AI as a Whole |
Chapter 15 |
| * |
Fall Break (no classes held) |
* |
| - |
The Logic of Intelligence |
- |
| 14 |
oral presentations |
- |
| - |
oral presentations |
|