Papers
13
Total Citations
369
H-Index
8
About
G. Bartels is a leading researcher in cognitive robotics, focusing on bridging the gap between high-level symbolic reasoning and low-level physical action. His major contributions center on developing knowledge processing frameworks and constraint-based movement representations that enable robots to perform complex, everyday manipulation tasks safely alongside humans. Bartels is best known for creating KnowRob 2.0, a second-generation knowledge representation system that has garnered nearly 200 citations and stands as one of the most advanced frameworks for cognition-enabled robotic agents. His work on constraint-based motion parameterization and learning from interactive physics-based simulation has been instrumental in helping robots understand how small variations in execution affect physical outcomes. Bartels has also made significant strides in human-robot collaboration, developing robotic agents capable of natural and safe physical interaction with co-workers. His research on open robotics using web-based knowledge services and cognition-enabled wiping demonstrates his commitment to practical, real-world applications. With over 360 total citations across his most influential papers, Bartels continues to shape the future of service robotics, particularly in enabling robots to interpret abstract instructions and adapt manipulation skills to varied, unstructured environments.
Research Focus
Key Achievements
Top Papers
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- 3Constraint-based movement representation grounded in geometric features23 citations · 2013
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- 5Open robotics research using web-based knowledge services18 citations · 2016
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- 9Adapting Everyday Manipulation Skills to Varied Scenarios8 citations · 2019
- 10