====== Lectures ======
^ No. ^ Topic ^ Datum / Date ^ 2026 Slides ^ 2025 Slides ^ 2024 Slides ^ Video ^ Lecturer ^ Additional Info ^
| 1 | Introduction, AI and applications | 17.2.2026 | | {{ :courses:zui:zui-l1-2025.pdf |Slides}} | {{ :courses:zui:zui-l1-2024.pdf |Slides}} | | Viliam Lisý | |
| 2 | Formal Representations and Uninformed Search | 24.2.2026 | | {{ :courses:zui:zui_l2_2025.pdf |Slides}} | {{ :courses:zui:slides-l2-2024.pdf |Slides}} | | Branislav Bošanský | |
| 3 | Informed (Heuristic) Search, A* | 3.3.2026 | | {{ :courses:zui:zui_l3_2025.pdf |Slides}} | {{ :courses:zui:slides-l3-2024.pdf |Slides}} | | Branislav Bošanský | |
| 4 | Structured State Representation (CSP, Planning) | 10.3.2026 | | {{ :courses:zui:zui_l4_2025.pdf |Slides}} | {{ :courses:zui:slides-l9-2024.pdf |Slides1}} {{:courses:zui:zui_l10_2024.pdf |Slides2}} | | Branislav Bošanský | |
| 5 | Reinforcement Learning | 17.3.2026 | | {{ :courses:zui:zui-l5-2025.pdf | Slides}} | {{ :courses:zui:zui-l4-2024.pdf | Slides}} | | Viliam Lisý | [[https://jamesrledoux.com/algorithms/bandit-algorithms-epsilon-ucb-exp-python/|Bandits]] |
| 6 | Reinforcement Learning 2 (solving MDPs) | 24.3.2026 | | {{ :courses:zui:zui-l6-2025.pdf |Slides}} | {{ :courses:zui:zui-l5-2024.pdf |Slides}} | | Viliam Lisý | |
| 7 | Reinforcement Learning 3 (Q-learning, DQN) | 31.3.2026 | | {{ :courses:zui:zui-l7-2025.pdf |Slides}} | {{ :courses:zui:zui-l6-2024.pdf |Slides}} | | Viliam Lisý | |
| 8 | Two-player Games | 7.4.2026 | | {{ :courses:zui:zui-l8-2025.pdf |Slides}} | {{ :courses:zui:slides-l7-2024.pdf |Slides}} | | Branislav Bošanský | |
| 9 | Two-player Games 2 (scaling-up, MCTS, AlphaGo) | 14.4.2026 | | {{ :courses:zui:zui-l9-2025.pdf |Slides}} | {{ :courses:zui:zui-l8-2024-handout.pdf |Slides}} | | Viliam Lisý | |
| 10 | Uncertainty in AI | 21.4.2026 | | {{ :courses:zui:zui_l10_2025.pdf |Slides}} | {{ :courses:zui:zui_l11_2024.pdf |Slides}} | | Viliam Lisý | |
| 11 | Sequential Decision Making with Partial Observability | 28.4.2026 | | {{ :courses:zui:zui_l11_2025.pdf|Slides}} | {{ :courses:zui:slides-l12-2024.pdf|Slides}} | | Branislav Bošanský | |
| * | No Lecture (Friday schedule replaces May 8) | 5.5.2026 | | | | | | |
| 12 | Introduction to Generative AI | 12.5.2026 | | {{ :courses:zui:zui-l12-2025.pdf |Slides}} | | | Viliam Lisý | |
| 13 | AI Safety, Bias, and Fairness | 19.5.2026 | | {{ :courses:zui:zui-l13-2025.pdf |Slides}} | | | Guest! Tomáš Gavenčiak | |