Portrait of Yannick Burkhardt

Hey, I'm Yannick.

I like robots.
Check out my projects

About Me

Ever since I remember, solving complex problems fascinated me. My interest in mathematics, mechanics, and informatics led me to my bachelor's studies in Mechatronics and Information Technology. When I learned about robotics, I fell in love with its versatility, complexity and challenges. That's why I shifted my focus to software development, chose my master's program Robotics, Cognition, Intelligence, and relocated to Munich.
At the same time, I started to work in the start-up company Agile Robots to get hands-on experience. Here, I also completed my master's thesis to enable robotic grasping by combining visual servo control with deep learning. Today, I am working as a PhD candidate in the Mobile Robotics Lab at the Technical University of Munich/ ETH Zürich under the supervision of Prof. Stefan Leutenegger. My research evolves around event-based vision and its opportunities for robot control, funded by the Munich Center for Machine Learning.
Curriculum Vitae

My Publications

A quadrotor carrying a stereo event-camera payload in flight indoors

AERO-VIS: Asynchronous Event-based Real-time Onboard Visual-Inertial SLAM

Yannick Burkhardt, Sebastián Barbas Laina, Simon Boche, Leonard Freißmuth, Stefan Leutenegger.
IEEE Robotics and Automation Letters (RA-L), 2026.
The SuperEvent pipeline: image frames and event streams are encoded, then keypoints are detected, described and matched, with the loss backpropagated during training

SuperEvent: Cross-Modal Learning of Event-based Keypoint Detection for SLAM

Yannick Burkhardt, Simon Schaefer, Stefan Leutenegger.
IEEE/CVF International Conference on Computer Vision (ICCV), 2025 - Highlight Paper.
Two photos of a robot arm with a multi-fingered hand grasping a red object from a pedestal

Dynamic Grasping of Unknown Objects with a Multi-Fingered Hand

Yannick Burkhardt, Qian Feng, Karan Sharma, Zhaopeng Chen, Alois Knoll.
IEEE-RAS International Conference on Humanoid Robots, 2024.
Diagram of a vehicle-manipulator steered by joystick input, showing the manipulator's reachable area next to an obstacle

Shared-Control Concepts for Large Vehicle-Manipulators

Balint Varga, Yannick Burkhardt, Stefan Schwab, Sören Hohmann.
IEEE 29th International Symposium on Industrial Electronics (ISIE), 2020.
Paper

Other Projects

Jerk, acceleration and velocity profiles of a time-optimal trajectory, split into seven phases

Long Term Planner

Computationally fast and time-optimal trajectory planner with continuous acceleration profile.
GitHub
A two-dimensional planning scene with red circular obstacles, a blue start position and a green goal

Reinforcement Planner

Dynamic path planning using Reinforcement Learning.
GitHub