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 |
12 | COLT | Tóth | MB Learning | |
13 | COLT | Tóth | PAC Learning |