The lectures are given in English to all students.
| L | Date | Lecturer | Contents | Material | Recommended literature |
|---|---|---|---|---|---|
| 1 | 19.2. | FŽ | General framework: agent and environment | Chapter 1 | |
| 2 | 26.2. | FŽ | On-line concept learning | Chapter 2 | |
| 3 | 5.3. | FŽ | Batch concept learning | Chapter 3 | |
| 4 | 12.3. | JK | Learning Bayesian networks | GPM slides | |
| 5 | 19.3. | JK | (lecture 4 cont'd) | ||
| 6 | 26.3. | JK | (lecture 4 cont'd) | ||
| 2.4. | Easter Monday | ||||
| 7 | 9.4. | FŽ | Learning first-order CNF's | Chapter 4 | |
| 8 | 16.4. | FŽ | Learning first-order clauses | Chapter 4 | |
| 9 | 23.4. | FŽ | (lecture 9 cont'd) | ||
| 10 | 30.4. | FŽ | Learning first-order Bayesian networks | (not part of textbook/exam) | |
| 11 | 7.5. | JK | Reinforcement learning | RL slides | |
| 12 | 14.5. | JK | (lecture 11 cont'd) | ||
| 13 | 21.5. | FŽ | TBA |
The primary study material is the smu-textbook-v2018.pdf, which grows as the course goes.