Integrating machine learning into decision support systems - Ondřej Vaněk
There is a lot of applications of ML algorithms in a wide variety of businesses. We are interested in cases where one can combine ML with decision support tools utilizing scheduling, resource allocation and/or game theory.
I would like to introduce principles of applied game theory and present a number of relevant real-world applications we worked on. Subsequently I would like to present a system where we combined ML with GT framework to develop a unique solution for intelligent policing (i.e., where the policemen should be to catch the bad guys).
Ondřej is a co-founder and CEO of Blindspot Solutions, a company applying AI and ML to various business cases, often delivering highly specialized software tailor-made for a specific business case. Ondřej has a PhD in AI from the Artificial Intelligence Center at the CTU. His research was mainly focused on game theory, large scale simulations and data analysis.
18:15 - (19:45) Talk + discussion
20:00 - ... Networking
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