Upcoming Events

Lecture  •  27.05.2024  •  LMU Munich, Ludwigstr. 28 VG/II; Room 211b

4:30 pm - 6:00 pm

Improving Motion Prediction in Autonomous Driving with Expert Knowledge - A Bayesian Deep Learning Approach

Nadja Klein, TU Dortmund

Autonomous driving is one of the most highly anticipated yet elusive mobility innovations. The field has made significant advances through deep learning, especially in perception and motion prediction. Still, the field faces open challenges, since …

Colloquium  •  29.05.2024  •  LMU Department of Statistics and via zoom

4:15 pm - 5:45 pm

tba

Merle Behr, Universität Regensburg

Colloquium  •  03.06.2024  •  LMU Department of Statistics and via zoom

4:15 pm - 5:45 pm

Explainable Methods for Reinforcement Learning

Jasmina Gajcin, Trinity College Dublin

Deep reinforcement learning (DRL) algorithms have been successfully devel- oped for many high-risk real-life tasks in many fields such as autonomous driving, healthcare and finance. However, these algorithms rely on neural networks, making their …