====== Lectures 2023 ======

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

Videos from the previous years are from 2021 (Czech) and from 2022 (English). They 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 ^ 2023 Slides ^ 2022 Slides ^ Video ^ Lecturer ^ Additional Info ^
| 1 | Introduction, AI and applications | 21.2.2023 | {{ :courses:zui:slides-l1-2023.pdf |Slides}} | {{ :courses:zui:zui_l1_2022.pdf |Slides}} | [[https://drive.google.com/file/d/1DqfxOChHzbjfRQqyhgyzjIIU3jU7H1UB/view?usp=sharing|Video_2021]] | Viliam Lisý | | 
| 2 | Formal Representations and Uninformed Search | 28.2.2023 | {{ :courses:zui:slides-l2-2023.pdf |Slides}}| {{ :courses:zui:slides-l2-2022.pdf |Slides}} | [[https://drive.google.com/file/d/1RpgBLEVZpsGYgwouo0tfaqCaSlwOfXC7/view?usp=sharing|Video_2021]] [[https://drive.google.com/file/d/1i_m_E1iHy1NF8k-6EoBg8xLM_-KJoJoF/view?usp=share_link|Video_2022]] | Branislav Bošanský | |
| 3 | Informed (Heuristic) Search, A* | 7.3.2023 | {{ :courses:zui:slides-l3-2023.pdf |Slides}} | {{ :courses:zui:slides-l3-2022.pdf |Slides}} | [[https://drive.google.com/file/d/1QRhL6TyKk6crFNn0orSfYZ-p2-Fhot7Z/view?usp=sharing|Video_2021]] [[https://drive.google.com/file/d/1qKbJ2Deb2puOtKoYNkWzpFrQyhywWNKg/view?usp=share_link|Video_2022]] | Branislav Bošanský | |
| 4 | Reinforcement Learning | 14.3.2023 | {{ :courses:zui:slides-l4-2023.pdf |Slides}} | {{ :courses:zui:l4_2022.pdf |Slides}} | [[https://drive.google.com/file/d/1uOdjvKnboSI459ujlif6-M1P6dD72VxQ/view?usp=sharing|Video_2021]] [[https://drive.google.com/file/d/1XWNNk2DFZjcOc_hWD43KcdaS_XUXKfd9/view?usp=share_link|Video_2022]] | Viliam Lisý | |
| 5 | Reinforcement Learning 2 (solving MDPs) | 21.3.2023 | {{ :courses:zui:slides-l5-2023.pdf | Slides}} | {{ :courses:zui:zui_l5_2022.pdf | Slides}} | [[https://drive.google.com/file/d/1EGfshsgyJ3kx3opKKVdr1sQX4CEPrxiH/view?usp=sharing|Video_2021]] [[https://drive.google.com/file/d/1tzd4utAw4SyNJNrFScAMioanUGz_kEpM/view?usp=share_link|Video_2022]] | Viliam Lisý | |
| 6 | Reinforcement Learning 3 (Q-learning, DQN) | 28.3.2023  | {{ :courses:zui:slides-l6-2023.pdf |Slides}} | {{ :courses:zui:l6_2022.pdf | Slides}} | [[https://drive.google.com/file/d/1rmqCxZord_kpIJS8t7JI188IgIBdMUSX/view?usp=sharing|Video_2021]] [[https://drive.google.com/file/d/1KIZws_Hq61qfGGzGMBvMG3LscZcsDnu6/view?usp=share_link|Video_2022]] | Viliam Lisý | |
| 7 | Two-player Games | 4.4.2023 | {{ :courses:zui:slides-l7-2023.pdf |Slides}} | {{ :courses:zui:zui_l7_2022_handout.pdf |Slides}} | [[https://drive.google.com/file/d/1Yoc1ZHY2XwucBwYDkbfgPNVXFD66PaVw/view?usp=sharing|Video_2021]] [[https://drive.google.com/file/d/1uFuM09uYkd92LZ5t0NVvQM1GCZzRrrZf/view?usp=share_link|Video_2022]] | Branislav Bošanský | |
| 8 | Two-player Games 2 (scaling-up, MCTS, AlphaGo) | 11.4.2023| {{ :courses:zui:slides-l8-2023.pdf |Slides}} | {{ :courses:zui:zui_l8_2022_handout.pdf | Slides}} | [[https://drive.google.com/file/d/1GY0gPESwf_qwFr8RY4-ttWIa7PJWPnA-/view?usp=sharing|Video_2021]] [[https://drive.google.com/file/d/1M-wuM7BlTt-fsYJxzyus6CUm3e5iTf3R/view?usp=share_link|Video_2022]] | Viliam Lisý | |
| 9 | Structured Knowledge Representation (CSP, Scheduling) | 18.4.2023 | {{ :courses:zui:slides-l9-2023.pdf |Slides}} | {{ :courses:zui:slides_l9_2022.pdf |Slides}} | [[https://drive.google.com/file/d/122ndhHDUfWM1R3632StAQ0r1bS_T9kXj/view?usp=sharing|Video_2021]] [[https://drive.google.com/file/d/1N0oMUPkatKSdkq-Ybe2_YI16mcgMbqHT/view?usp=share_link|Video_2022]] | Branislav Bošanský | |
| 10 | Structured Knowledge Representation 2 (Situation calculus, planning) | 25.4.2023 | {{ :courses:zui:slides-l10-2023.pdf |Slides}} | {{ :courses:zui:l10_2022.pdf | Slides}} | [[https://drive.google.com/file/d/1Qs0S9nzp2vuXubh0oM_8iQXWqr_86Xjm/view?usp=sharing|Video_2021]] [[https://drive.google.com/file/d/1AqAzwyEzxfvH-M6GBK37wkv7n4UhQQp_/view?usp=share_link|Video_2022]] | Viliam Lisý | |
| 11 | Uncertainty in AI | 2.5.2023 | {{ :courses:zui:slides-l11-2023.pdf |Slides}} | {{ :courses:zui:l11_2022.pdf |Slides}} | [[https://drive.google.com/file/d/1meX0331cLbJrnlmnxFXCuvbDwRz0UmvA/view?usp=sharing|Video_2021]] [[https://drive.google.com/file/d/13nsBWlWmVYkgtKGhiw8IUk2FVo_LIRVn/view?usp=share_link|Video_2022]] | Viliam Lisý | |
| 12 | Sequential Decision Making with Partial Observability | 16.5.2023 | {{ :courses:zui:slides-l12-2023.pdf |Slides}} | {{ :courses:zui:slides_l12_2022.pdf |Slides}} | [[https://drive.google.com/file/d/1BzCmw5IhSvMlp43jgq20GPC8R99EE43J/view?usp=sharing|Video_2021]] [[https://drive.google.com/file/d/1t67N3uLbjudn9EywAFF2b1lZ7ZYqGZsM/view?usp=share_link|Video_2022]] | Branislav Bošanský | |
| 13 | Sequential Decision Making with Partial Observability (2) | 23.5.2023 | {{ :courses:zui:slides-l13-2023.pdf |Slides}}| {{ :courses:zui:slides_l13_2022.pdf |Slides}} | [[https://drive.google.com/file/d/1PsnvbTV88N_2tP37UjpbEPk4bBeCI6dZ/view?usp=sharing|Video_2021]] [[https://drive.google.com/file/d/1gNdws1R0Xi6g8yyi_jP8Ic-pjCUDtM6P/view?usp=share_link|Video_2022]] | Branislav Bošanský | |



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