Seminars

We will use Python during the seminars. The internet is full of resources on this popular language. For example this brief overview or the official handbook or the standard libraries index.

No.	Week of	Topic	Sources	Links
1	17.2.	Introduction, Python, BFS/DFS	Labs Notebooks (Google drive, accessible via FEL account)
2	24.2.	MDPs
3	3.3.	POMDPs
4	10.3.	A*
5	17.3.	CSPs, Scheduling
6	24.3.	The Bandit Problem
7	31.3.	Value Iteration		Convergence of Value Iteration
8	7.4.	Scaling up RL		Link to CZ recording
9	14.4.	Test
10	21.4. / 28.4.	Games - Alpha/Beta
11	28.4. / 5.5.	Games - MCTS
12	12.5.	Uncertainty in AI		Link to EN recording
13	19.5.	POMDPs