Georg Martius
Max Planck Institute for Intelligent Systems, Max Planck Society, University of Göttingen, Bernstein Center for Computational Neuroscience Göttingen, Max Planck Institute for Dynamics and Self-Organization, Institute of Science and Technology Austria, TH Bingen University of Applied Sciences, Leipzig University, Max Planck Institute for Mathematics, Max Planck Institute for Mathematics in the Sciences
Papers
52
Total Citations
1,030
H-Index
17
About
Georg Martius is a leading figure in robotics, renowned for pioneering work in self-organizing robotic systems and advanced tactile sensing. His research elegantly bridges theoretical principles of self-organization with practical, high-performance hardware. Martius made a seminal contribution with his concept of "guided self-organization," showing how information-theoretic principles, such as predictive information, can drive robots to autonomously develop complex, purposeful behaviors from simple motor babbling—a framework detailed in his influential book *The Playful Machine* (53 citations). More recently, he has revolutionized robotic touch, co-developing the "soft thumb-sized vision-based sensor" (241 citations), a breakthrough that provides accurate, all-round force perception in a compact form. His work on superresolution tactile skins (61 citations) and ERT-based force prediction (46 citations) further demonstrates his impact, enabling robots to achieve dexterous manipulation and safe human interaction. With over 600 total citations, Martius’s contributions—from theoretical foundations to deployable fingertip sensors like Minsight (40 citations)—are shaping the next generation of autonomous, perceptive robots.
Research Focus
Key Achievements
Top Papers
- 1A soft thumb-sized vision-based sensor with accurate all-round force perception241 citations · 2022
- 2Information Driven Self-Organization of Complex Robotic Behaviors78 citations · 2013
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- 7Taming the Beast: Guided Self-organization of Behavior in Autonomous Robots32 citations · 2010
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- 10Guided Self-organisation for Autonomous Robot Development29 citations · 2007