| Number | Topic | Tutor | Contents | Materials |
|---|---|---|---|---|
| 1 | RL | Ryšavý | MDP | rltutorial1.pdf rltutorial1-solved.pdf mdprefresh.pdf |
| 2 | RL | Ryšavý | TD-learning | rltutorial2.pdf rltutorial2-solved.pdf rltutorial2.zip |
| 3 | RL | Ryšavý | Theoretical problems | rltutorial3.pdf rltutorial3-solved.pdf convergence.pdf |
| 4 | RL | Ryšavý | Deep RL | nnsrltutorial.zip |
| 5 | RL | Ryšavý | Deep RL, part 2 | |
| 6 | RL | Ryšavý | Bandits, HW2 | rltutorial6.pdf |
| 7 | NLP | Šír | Probabilistic models | tutorial notebook 1 |
| 8 | NLP | Šír | Vector models | tutorial notebook 2 |
| 9 | NLP | Šír | Matrix models | tutorial notebook 3 |
| 10 | NLP | Šír | Neural models | tutorial notebook 4 |
| 11 | COLT | Tóth | Intro, MB Learning | Problems Solutions |
| 12 | COLT | Tóth | MB Learning | Problems Solutions |
| 13 | COLT | Tóth | PAC Learning | Problems Solutions |