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 | | |