Seminars 2022

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)	~~Colab 1~~	Workspaces and libraries in Python
2	MDPs		~~Colab 2~~
3	POMDPs		~~Colab 3~~
4	A*		~~Colab 4~~	Anketa
5	The Bandit Problem		~~Colab 5~~
6	Value Iteration		~~Colab 6~~	Anketa, Convergence of Value Iteration
7	Scaling up RL		~~Colab 7~~	Anketa
8	Games - Alpha/Beta		~~Colab 8~~	Anketa
9	Test
10	Games - MCTS		~~Colab 9~~	Anketa
11	CSPs, Scheduling		~~Colab 10~~
12	Logic & Magic		~~Colab 11~~
13	Uncertainty in AI		~~Colab 12~~
14	POMDPs		~~Colab 13,14~~