Robot Learning

The 'Robot Learning' online course offered by Technische Universität Darmstadt provides an intermediate-level exploration of the intersection between Machine Learning and Robotics. This course is designed for students in their Bachelor’s program, specifically those in their third semester or higher, and it utilizes a blended-learning format that combines video lectures with practical exercises using Jupyter notebooks. Participants will learn about the fundamentals of robotics and machine learning, including robot modeling and reinforcement learning strategies. By the end of the course, students will be equipped to apply machine learning methods to simulate and commission robotic systems, as well as to develop new strategies through exploration and imitation. The course emphasizes problem-based learning and includes various quizzes and audience response systems to enhance engagement. This course is available for free, making it an accessible option for those looking to deepen their understanding of robot learning methods.