No. | Topic | Datum / Date | 2025 Slides | 2024 Slides | 2023 Slides | Video | Lecturer | Additional Info |
---|---|---|---|---|---|---|---|---|
1 | Introduction, AI and applications | 18.2.2025 | Slides | Slides | Slides | Video | Viliam Lisý | |
2 | Formal Representations and Uninformed Search | 25.2.2025 | Slides | Slides | Slides | Video | Branislav Bošanský | |
3 | Informed (Heuristic) Search, A* | 4.3.2025 | Slides | Slides | Slides | Video | Branislav Bošanský | |
4 | Structured State Representation (CSP, Planning) | 11.3.2025 | Slides | Slides1 Slides2 | Slides1 Slides2 | Video | Branislav Bošanský | |
5 | Reinforcement Learning | 18.3.2025 | Slides | Slides | Slides | Video | Viliam Lisý | Bandits |
6 | Reinforcement Learning 2 (solving MDPs) | 25.3.2025 | Slides | Slides | Slides | Video | Viliam Lisý | |
7 | Reinforcement Learning 3 (Q-learning, DQN) | 1.4.2025 | Slides | Slides | Slides | Video | Viliam Lisý | |
8 | Two-player Games | 8.4.2025 | Slides | Slides | Slides | Video | Branislav Bošanský | |
9 | Two-player Games 2 (scaling-up, MCTS, AlphaGo) | 15.4.2025 | Slides | Slides | Slides | Video | Viliam Lisý | |
10 | Uncertainty in AI | 22.4.2025 | Slides | Slides | Slides | Video | Viliam Lisý | |
11 | Sequential Decision Making with Partial Observability | 29.4.2025 | Slides | Slides | Slides | Video | Branislav Bošanský | |
* | No Lecture (schedule from May 8) | 6.5.2025 | ||||||
12 | Introduction to Generative AI | 13.5.2025 | Slides | Video | Viliam Lisy | |||
13 | AI Safety, Bias, and Fairness | 20.5.2025 (9:15 in English only!) | Slides | Video | Guest! Tomáš Gavenčiak |