====== 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 | Tutorial 5 continued |
| 6 | BN | Svatoš | BN | Monday [[https://meet.google.com/imx-visp-odw|imx-visp-odw]], Wednesday [[https://meet.google.com/psc-odwo-kkm|psc-odwo-kkm]] {{ :courses:smu:bn1.pdf |}} ; {{ :courses:smu:bn-1-2022-03-23.rar|Wednesday's tutorial}} without voice, Monday's tutorial wasn't recorder |
| 7 | BN | Svatoš | BN |  Monday [[https://meet.google.com/wkw-gwuh-xyq]], Wednesday in class,  {{ :courses:smu:bn2.pdf |}} ; Monday's tutorial {{ :courses:smu:bn-2-2022-03-28 18-01-31.part1.rar|part 1}} {{ :courses:smu:bn-2-2022-03-28 18-01-31.part2.rar|part 2}} [[https://colab.research.google.com/drive/1y94GGNQNPgpBZa5CmzdeGIzSRZWeVY3U?usp=sharing|likelihood weighting]] ; {{ :courses:smu:bn-assignment.pdf|BN assignment}} |
| 8 | NLP | Šír | Probabilistic models | [[https://colab.research.google.com/drive/1T6baAlmp_M8bPnY8GLorb0_Tkfe_fG-O?usp=sharing|Probabilistic models]] |
| 9 | NLP | Šír | Vector models | [[https://colab.research.google.com/drive/1EBoJs-UGr8i86vw72Psb7Aajw_ES3kji?usp=sharing| Vector models]] |
| 10 | NLP | Šír | Neural Models | [[https://colab.research.google.com/drive/1roa33BTaveh2o2qiYJWuPUKAB92fN9BL?usp=sharing | Neural models]] [[https://colab.research.google.com/drive/1snJ8DG79NicFcrQW3g-rcyKGnJoW96oo?usp=sharing| NLP assignment]]|
| 11 | COLT | Tóth | Mistake Bound Learning | [[https://colab.research.google.com/drive/15di43mErb7nqpBxp1rMKoTPIclsHFFRt?usp=sharing | MB Learning]] [[https://colab.research.google.com/drive/1HfaFT1gbaA_PQdl8aJ1SX_zH8Sl6eQYb?usp=sharing | MB Learning Solutions]]|
| 12 | COLT | Tóth | MB theoretical problems |{{ :courses:smu:colt-mb-problems-2022.pdf | Problems}} {{ :courses:smu:colt-mb-problems-2022-solved.pdf | Problems with solutions}} |
| 13 | COLT | Tóth | PAC Learning | {{ :courses:smu:colt-pac-problems-2022.pdf | Problems}}  {{ :courses:smu:colt-pac-problems-2022-solved.pdf | Problems with solutions}} [[https://colab.research.google.com/drive/1M05v3Db8LK3Li5NxJDtR87Jewf4fv3Jy?usp=sharing | PAC Learning]] |