====== Lectures 2022 ======

<fc #ff0000>Lectures and labs are currently **OFFLINE** according to the schedule.</fc>

Videos from the last year (in Czech only) are accessible only from the FEL Google account. If you are from a different faculty/university and want the access, write us an email with your google account.


^ No. ^ Topic ^ Datum / Date ^ 2022 Slides ^ 2021 Slides ^ 2021 Video ^ Lecturer ^ Additional Info ^
| 1 | Introduction, AI and applications | 15.2.2022 | {{ :courses:zui:zui_l1_2022.pdf |Slides}} | {{ :courses:b4b36zui:lecture1.pdf |Slides}}| [[https://drive.google.com/file/d/1DqfxOChHzbjfRQqyhgyzjIIU3jU7H1UB/view?usp=sharing|Video]] | Viliam Lisý | | 
| 2 | Formal Representations and Uninformed Search | 22.2.2022 | {{ :courses:zui:slides-l2-2022.pdf |Slides}} |{{ :courses:b4b36zui:slides-l2-2021.pdf |Slides}} | [[https://drive.google.com/file/d/1RpgBLEVZpsGYgwouo0tfaqCaSlwOfXC7/view?usp=sharing|Video]] | Branislav Bošanský | |
| 3 | Informed (Heuristic) Search, A* | 1.3.2022 | {{ :courses:zui:slides-l3-2022.pdf |Slides}} |{{:courses:b4b36zui:slides_l3_2021.pdf |Slides}} | [[https://drive.google.com/file/d/1QRhL6TyKk6crFNn0orSfYZ-p2-Fhot7Z/view?usp=sharing|Video]] | Branislav Bošanský | |
| 4 | Reinforcement Learning | 8.3.2022 | {{ :courses:zui:l4_2022.pdf |Slides}}  |{{ :courses:b4b36zui:zui_l4_2021_handout.pdf |Slides}} | [[https://drive.google.com/file/d/1uOdjvKnboSI459ujlif6-M1P6dD72VxQ/view?usp=sharing|Video]] | Viliam Lisý | |
| 5 | Reinforcement Learning 2 (solving MDPs) | 15.3.2022 | {{ :courses:zui:zui_l5_2022.pdf | Slides}} |{{ :courses:b4b36zui:zui_l5_handout.pdf |Slides}} | [[https://drive.google.com/file/d/1EGfshsgyJ3kx3opKKVdr1sQX4CEPrxiH/view?usp=sharing|Video]]| Viliam Lisý | |
| 6 | Reinforcement Learning 3 (Q-learning, DQN) | 22.3.2022  | {{ :courses:zui:l6_2022.pdf | Slides}} |{{ :courses:b4b36zui:zui_l6_handout.pdf |Slides}} | [[https://drive.google.com/file/d/1rmqCxZord_kpIJS8t7JI188IgIBdMUSX/view?usp=sharing|Video]]| Viliam Lisý | [[https://forms.gle/9nMjNQpEygtYs3XA6|Survey Link]]|
| 7 | Two-player Games | 29.3.2022 | {{ :courses:zui:zui_l7_2022_handout.pdf |Slides}} | {{ :courses:b4b36zui:slides_l7_2021.pdf |Slides}}| [[https://drive.google.com/file/d/1Yoc1ZHY2XwucBwYDkbfgPNVXFD66PaVw/view?usp=sharing|Video]]| Branislav Bošanský | |
| 8 | Two-player Games 2 (scaling-up, MCTS, AlphaGo) | 5.4.2022| {{ :courses:zui:zui_l8_2022_handout.pdf | Slides}} |{{ :courses:b4b36zui:zui_l8_handout.pdf |Slides}} | [[https://drive.google.com/file/d/1GY0gPESwf_qwFr8RY4-ttWIa7PJWPnA-/view?usp=sharing|Video]]| Viliam Lisý | |
| 9 | Structured Knowledge Representation (CSP, Scheduling) | 12.4.2022 | {{ :courses:zui:slides_l9_2022.pdf |Slides}} |{{ :courses:b4b36zui:slides_l9_2021.pdf |Slides}} | [[https://drive.google.com/file/d/122ndhHDUfWM1R3632StAQ0r1bS_T9kXj/view?usp=sharing|Video]] | Branislav Bošanský | |
| 10 | Structured Knowledge Representation 2 (Situation calculus, planning) | 19.4.2022 | {{ :courses:zui:l10_2022.pdf | Slides}} |{{ :courses:b4b36zui:zui_10_handout.pdf |Slides}} | [[https://drive.google.com/file/d/1Qs0S9nzp2vuXubh0oM_8iQXWqr_86Xjm/view?usp=sharing|Video]] | Viliam Lisý | |
| 11 | Uncertainty in AI | 26.4.2022 | {{ :courses:zui:l11_2022.pdf |Slides}} | {{ :courses:b4b36zui:zui_l11_handouts.pdf |Slides}}| [[https://drive.google.com/file/d/1meX0331cLbJrnlmnxFXCuvbDwRz0UmvA/view?usp=sharing|Video]]| Viliam Lisý | |
| 12 | Sequential Decision Making with Partial Observability | 3.5.2022 | {{ :courses:zui:slides_l12_2022.pdf |Slides}} |{{ :courses:b4b36zui:slides_l12_2021.pdf |Slides}} | [[https://drive.google.com/file/d/1BzCmw5IhSvMlp43jgq20GPC8R99EE43J/view?usp=sharing|Video]]| Branislav Bošanský | |
| 13 | Sequential Decision Making with Partial Observability (2) | 10.5.2022 | {{ :courses:zui:slides_l13_2022.pdf |Slides}} |{{ :courses:b4b36zui:slides_l13_2021.pdf |Slides}}| [[https://drive.google.com/file/d/1PsnvbTV88N_2tP37UjpbEPk4bBeCI6dZ/view?usp=sharing|Video]]| Branislav Bošanský | |
| 14 | Invited Lecture by Martin Schmid | 17.5.2022 | | | [[https://drive.google.com/file/d/1vkhntF9zt-i_Lkj8PwXDDwTbKlXOev5E/view?usp=sharing|Video]] | Martin Schmid | |


Even older materials are in [[https://cw.fel.cvut.cz/b192/courses/b4b36zui/prednasky|archivu]].