← Search

Andreas Bühler

2 accepted papers

2020

Driving Through Ghosts: Behavioral Cloning with False Positives

IROS 2020poster

Safe autonomous driving requires robust detection of other traffic participants. However, robust does not mean perfect, and safe systems typically minimize missed detections at the expense of a higher false positive rate. This results in conservative and yet potentially dangerous behavior such as av…

Cited by 24SourceScholar
2019

Redundant Perception and State Estimation for Reliable Autonomous Racing

ICRA 2019poster

In autonomous racing, vehicles operate close to the limits of handling and a sensor failure can have critical consequences. To limit the impact of such failures, this paper presents the redundant perception and state estimation approaches developed for an autonomous race car. Redundancy in perceptio…

Cited by 34SourceScholar