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Mats Steinweg

2 accepted papers

2021

Autonomous Drone Racing with Deep Reinforcement Learning

IROS 2021poster

In many robotic tasks, such as autonomous drone racing, the goal is to travel through a set of waypoints as fast as possible. A key challenge for this task is planning the timeoptimal trajectory, which is typically solved by assuming perfect knowledge of the waypoints to pass in advance. The resulti…

Cited by 237SourceScholar
2021

Self-Supervised Person Detection in 2D Range Data using a Calibrated Camera

ICRA 2021poster

Deep learning is the essential building block of state-of-the-art person detectors in 2D range data. However, only a few annotated datasets are available for training and testing these deep networks, potentially limiting their performance when deployed in new environments or with different LiDAR mod…

Cited by 18SourcecodeScholar