Jan Baumgärtner

Jan Baumgärtner

Head of Research Industrial Robotics & Scientific Coordinator of CRC 1574

wbk Institute of Production Science KIT

Professional Summary

Hi I am Jan! I am a researcher working at the intersection of robotics and manufacturing. My work focuses on intelligent robotic manufacturing systems, where reconfigurable hardware and autonomous reasoning systems meet to enable autonomous and circular production. I also coordinate the Industrial Robotics research at wbk Institute of Production Science, KIT, as well as the Collaborative Research Centre 1574 Circular Factory for the Perpetual Innovative Product.

Education

PhD Computer Science

2022-04-01
Summer 2026

Karlsruhe Institute of Technology

M.Sc. Computer Engineering

2019-09-01
2021-03-31

Heidelberg University

B.Sc. Physics

2016-09-01
2019-08-30

Heidelberg University

Interests

Task and Motion Planning Circular Manufacturing Hardware Design Automation Robotic Assembly and Disassembly Robotic Manufacturing
📚 My Research

The central difference between human and animal intelligence is the ability to design tools and actively shape the environment to their needs.

My research brings this capability to robotic systems. I focus on two tightly coupled pillars: the ability to design their tools and ideal environment such as the cell layout and the ability to phyiscally realize a given design. A central challenge here is that design influences behavior and vice versa. Addressing this jointly targets a key bottleneck in robotic manufacturing: not only autonomously programming and adapting the tooling to new tasks. One focus of application is circular manufacturing, which is characterized by high uncertainty and fast task changes that need to be handled through intelligent hardware and software.

If any of this sounds interesting, please reach out to collaborate 😃

Recent Featured Works
Beyond proxies: A direct time-optimal approach to robot cell layout optimization featured image

Beyond proxies: A direct time-optimal approach to robot cell layout optimization

Cycle time is critical in robotic cells where material handling often presents a bottleneck and in turn depends on the cell layout. Optimizing robot cell layouts is therefore …

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Jan Baumgärtner
From CAD to POMDP: Probabilistic Planning for Robotic Disassembly of End-of-Life Products featured image

From CAD to POMDP: Probabilistic Planning for Robotic Disassembly of End-of-Life Products

To support the circular economy, robotic systems must not only assemble new products but also disassemble end-of-life (EOL) ones for reuse, recycling, or safe disposal. Existing …

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