====== Seminars 2024 ======

We will use Python during the seminars. The internet is full of resources on this popular language. For example this [[https://www.programiz.com/python-programming/tutorial|brief overview]] or the [[https://docs.python.org/3/tutorial/index.html#tutorial-index|official handbook]] or the [[https://docs.python.org/3/library/index.html#library-index|standard libraries index]]. 

^ No. ^  Topic ^ Sources ^ Links ^ 
| 1 | Introduction, Python, BFS/DFS | **[[https://drive.google.com/drive/folders/1UyPd67DchGpeAYyB0rfYkrzgRVvVfYil?usp=sharing|Labs Notebooks (Google drive, accessible via FEL account)]]**  | /*[[courses:b4b36zui:materials:python| Workspaces and libraries in Python]] *|
| 2 | MDPs | | |
| 3 | POMDPs | | |
| 4 | A* | | |
| 5 | The Bandit Problem | |  |
| 6 | Value Iteration | | [[https://web.stanford.edu/class/cme241/lecture_slides/BellmanOperators.pdf|Convergence of Value Iteration]] |
| 7 | Scaling up RL | | [[https://drive.google.com/file/d/1EwWcMnFwlqsLhgC5c8fyyFhhdpgqaHws/view?usp=sharing|Link to CZ recording]]|
| 8 | Games - Alpha/Beta | | |
| 9 | Test | | |
| 10 | Games - MCTS | | |
| 11 | CSPs, Scheduling | | |
| 12 | Logic & Magic | | |
| 13 | Uncertainty in AI | | |
| 14 | POMDPs | | |