| No. | Téma cvičení / Topic | Zdroje / Sources | Odkazy / Links |
|---|---|---|---|
| 1 | Intro to course, workspace preparation | Workspaces and libraries in Python | |
| 2 | Python libs for UI, (Un)informed Search | Seminar 1 | |
| 3 | (Un)informed Search - A* | Seminar 2 | |
| 4 | Constraint Satisfaction Programming (CSP) | Seminar CSP | |
| 5 | CSP II | Seminar 4 | |
| 6 | Two Player Games | Seminar 5-6 | Task 3 Template, AlphaBeta Transposition Table Old slides |
| 7 | Two-player games II, Monte Carlo Tree Search | MCTS slides, AlphaZero pseudocode | |
| 8 | Logic-based AI | Seminars 8-9 | TPTP Solvers, TPTP Planning tasks |
| 9 | Situation calculus, effect and frame axioms | TASK 4, Task 4 Template, monkey, Hanoi towers, TPTP minimanual | |
| 10 | Single decisions under uncertainty, VPI | zui_tasks_uncertainty.pdf | |
| 11 | Markov Decision Processes (MDPs) | Seminars 10-11 | TASK 5 |
| 12 | AI in Robotics | ||
| 13 | Student work revisions |