We will use Python during the seminars. The internet is full of resources on this popular language. For examlpe this brief overview or the official handbopok or the standard libraries index.
19.4.2022: 2 substitute CZ seminars on MCTS are scheduled for Friday, 22.4.2022, at 11:00 and 14:30 in room KN:E-307
No. | Topic | 2022 Sources | 2021 Sources | Links |
---|---|---|---|---|
1 | Introduction, Python, BFS/DFS | Labs Notebooks (Google drive) | Workspaces and libraries in Python | |
2 | MDPs | | ||
3 | POMDPs | | ||
4 | A* | | Anketa | |
5 | The Bandit Problem | | ||
6 | Value Iteration | | Anketa, Convergence of Value Iteration | |
7 | Scaling up RL | | Anketa | |
8 | Games - Alpha/Beta | | Anketa | |
9 | Test | |||
10 | Games - MCTS | | Anketa | |
11 | CSPs, Scheduling | |||
12 | Logic & Magic | |||
13 | Uncertainty in AI | |||
14 | POMDPs | |