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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 237Source ↗Scholar ↗
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 18Source ↗code ↗Scholar ↗