Reinforcement Learning

Reinforcement Learning

A 3‑ECTS hybrid course covering Reinforcement Learning from basics to state-of-the-art algorithms. Students learn to formulate and solve real-world problems using classical and modern techniques, from Q-learning to PPO and SAC, with practical focus on algorithm...
Reinforcement Learning

Ethics & AI + HPC Management

This 3 ECTS course explores the critical impact of Artificial Intelligence on society and the environment. Designed for future professionals who will either develop or utilize AI systems, the curriculum covers essential topics such as compliance with the EU AI Act,...
Reinforcement Learning

Visual Tools for AI

This 3 ECTS course introduces students to visual tools and techniques for interpreting, explaining, and communicating AI systems in a bidirectional way, enabling both human understanding of models and interactive feedback into the analytical process. Through a...