====== Tutorials ======

^ Number ^ Topic ^ Tutor ^ Contents ^ Materials ^
| 1 | RL | Ryšavý | MDP | {{ :courses:smu:rltutorial1.pdf |}} {{ :courses:smu:rltutorial1-solved.pdf |}} {{ :courses:smu:mdprefresh.pdf |}} |
| 2 | RL | Ryšavý | TD-learning | {{ :courses:smu:rltutorial2.pdf |}} {{ :courses:smu:rltutorial2-solved.pdf |}} {{ :courses:smu:rltutorial2.zip |}} |
| 3 | RL | Ryšavý | Theoretical problems | {{ :courses:smu:rltutorial3.pdf |}} {{ :courses:smu:rltutorial3-solved.pdf |}} {{ :courses:smu:tutorials:convergence.pdf |}} |
| 4 | RL | Ryšavý | Deep RL | {{ :courses:smu:NNsRLtutorial.zip |}} |
| 5 | RL | Ryšavý | Deep RL, part 2 |  |
| 6 | RL | Ryšavý | Bandits, HW2 | {{ :courses:smu:rltutorial6.pdf |}}|
| 7 | NLP | Šír | Probabilistic models |  |
| 8 | NLP | Šír | Vector models |  |
| 9 | NLP | Šír | Matrix models | |
| 10 | NLP | Šír | Neural models |  |
| 11 | COLT | Tóth | Intro, MB Learning | {{ :courses:smu:colt-lab01.pdf | Problems}} {{ :courses:smu:colt-tutorial-01-solved.pdf | Solutions}}  |
| 12 | COLT | Tóth | MB Learning | {{ :courses:smu:colt-tutorial-02.pdf | Problems}}  {{ :courses:smu:colt-tutorial-02-solved.pdf | Solutions}} |
| 13 | COLT | Tóth | PAC Learning | {{ :courses:smu:colt-tutorial-03.pdf | Problems}}  {{ :courses:smu:colt-tutorial-03-solved.pdf | Solutions}} |