activity
20232026
most citedEDGAR: An Autonomous Driving Research Platform -- From Feature Development to Real-World Application

14 citations · 24 across the 6 of their papers we have counts for

collaborators

6 papers

cs.RO2026

Belief-Space Residual Risk for Automated Driving under Localization Uncertainty

Nijinshan Karunainayagam, Nils Gehrke, Frank Diermeyer

Residual risk metrics have recently been introduced to assess the safety implications of automated driving systems. Existing approaches typically assume a deterministic ego pose an…

cs.RO2025

vEDGAR -- Can CARLA Do HiL?

Nils Gehrke, David Brecht, Dominik Kulmer +2

Simulation offers advantages throughout the development process of automated driving functions, both in research and product development. Common open-source simulators like CARLA a…

cs.RO2025★ 10 cited

TUM Teleoperation: Open Source Software for Remote Driving and Assistance of Automated Vehicles

Tobias Kerbl, David Brecht, Nils Gehrke +8

Teleoperation is a key enabler for future mobility, supporting Automated Vehicles in rare and complex scenarios beyond the capabilities of their automation. Despite ongoing researc…

cs.RO2024

How to Drive -- An Ability-based Description of Autonomous, Remote and Human Driving

Florian Pfab, Nils Gehrke, Frank Diermeyer

The development of autonomous and remote-operated driving systems requires extensive stakeholder analyses, requirement engineering, and formalized system descriptions. This is nece…

cs.RO2024

Evaluation of Teleoperation Concepts to solve Automated Vehicle Disengagements

David Brecht, Nils Gehrke, Tobias Kerbl +5

Teleoperation is a popular solution to remotely support highly automated vehicles through a human remote operator whenever a disengagement of the automated driving system is presen…

cs.RO2023★ 14 cited

EDGAR: An Autonomous Driving Research Platform -- From Feature Development to Real-World Application

Phillip Karle, Tobias Betz, Marcin Bosk +31

While current research and development of autonomous driving primarily focuses on developing new features and algorithms, the transfer from isolated software components into an ent…