No. | Topic | Datum / Date | 2024 Slides | 2023 Slides | 2022 Slides | Video | Lecturer | Additional Info |
---|---|---|---|---|---|---|---|---|
1 | Introduction, AI and applications | 20.2.2024 | Slides | Slides | Slides | Video_2021 | Viliam Lisý | |
2 | Formal Representations and Uninformed Search | 27.2.2024 | Slides | Slides | Slides | Video_2021 Video_2022 | Branislav Bošanský | |
3 | Informed (Heuristic) Search, A* | 5.3.2024 | Slides | Slides | Slides | Video_2021 Video_2022 | Branislav Bošanský | |
4 | Reinforcement Learning | 12.3.2024 | Slides | Slides | Slides | Video_2021 Video_2022 | Viliam Lisý | Bandits |
5 | Reinforcement Learning 2 (solving MDPs) | 19.3.2024 | Slides | Slides | Slides | Video_2021 Video_2022 | Viliam Lisý | |
6 | Reinforcement Learning 3 (Q-learning, DQN) | 26.3.2024 | Slides | Slides | Slides | Video_2021 Video_2022 | Viliam Lisý | |
7 | Two-player Games | 2.4.2024 | Slides | Slides | Slides | Video_2021 Video_2022 | Branislav Bošanský | |
8 | Two-player Games 2 (scaling-up, MCTS, AlphaGo) | 9.4.2024 | Slides | Slides | Slides | Video_2021 Video_2022 | Viliam Lisý | |
9 | Structured Knowledge Representation (CSP, Scheduling) | 16.4.2024 | Slides | Slides | Slides | Video_2021 Video_2022 | Branislav Bošanský | |
10 | Structured Knowledge Representation 2 (Situation calculus, planning) | 23.4.2024 | Slides | Slides | Slides | Video_2021 Video_2022 | Viliam Lisý | |
11 | Uncertainty in AI | 30.4.2024 | Slides | Slides | Slides | Video_2021 Video_2022 | Viliam Lisý | |
12 | Sequential Decision Making with Partial Observability | 7.5.2024 | Slides | Slides | Slides | Video_2021 Video_2022 | Branislav Bošanský | |
13 | ——- Rector's day ——– | 14.5.2024 | ||||||
14 | Sequential Decision Making with Partial Observability (2) | 21.5.2024 | Slides | Slides | Slides | Video_2021 Video_2022 | Branislav Bošanský |
Even older materials are in archivu.