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Elements of Artificial Intelligence and Expert Systems
(II Level Master in Data Science for Economics, Business, and Finance, University of Milan, 2018)
Lecturer: Dr. Nicola Basilico
This short course provides a 10-hours introduction to some basic AI techniques: search, MDPs, and games. The course has been held in cooperation with the Department of Economics, Management and Quantitative Methods of the University of Milan.
Lectures
- A general introduction to AI (May 17th 2018, 2 hours): pdf
- Introduction to problem modeling and basic search techniques (June 7th 2018, 4 hours): pdf
- Sequential decisions under uncertainty: an overview of MDPs (June 9th 2018, 2 hours): pdf
- Search with adversaries, minimax, alpha-beta pruning (June 30th 2018, 2 hours): pdf