DevDays Moscow 2021 Online Edition

Adam Dudczak

Должность: Development Manager

Компания: Allegro.pl

Страна: Poland

Биография

Long tail of Search at Allegro.pl, working on improving search experience in one of the biggest e-commerce websites in Poland. Experienced developer, interested in information retrieval, reliable computer systems, and practical application of Machine Learning. One of the organizers of GeeCON conference and the leader of the Poznan Java User Group.

Доклад

Let’s play!

ML and AI technologies are great tools to automate various business processes. In this short presentation Adam will try to automate something significant, something which usually takes long hours, may ruin health, lead to sleep deprivation, may even break up families… he will try to teach computers play games so we won’t have to. How to translate game play problems into the language of ML algorithms? Adam will explore possible solutions from the simplest manually crafted algorithm through classical supervised learning methods to end up with reinforcement learning based approaches. This presentation may contain asteroids, spaceships, laser guns, and a significant portion of poor Python code.

Ключевые слова

🔑 Machine Learning
🔑 Python
🔑 Games

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