Tanja Katharina Kaiser
University of Lübeck, TU Dresden, Technische Universität Berlin, Lutheran University of Applied Sciences Nuremberg
Papers
11
Total Citations
91
H-Index
7
About
Tanja Katharina Kaiser is a leading researcher in swarm robotics, focusing on the intersection of self-organization, collective decision-making, and evolutionary computation. Her work addresses fundamental challenges in designing decentralized multi-robot systems that are robust, scalable, and capable of operating autonomously in real-world environments. Kaiser’s major contributions include pioneering the use of “minimal surprise” as an innate motivation for robot swarms, enabling engineered self-organization and adaptive behaviors without centralized control. She has also advanced collective decision-making mechanisms, using insights from evolutionary robotics to balance the speed-accuracy trade-off, as demonstrated in her 2023 work on collective perception. Her highly cited papers, such as “ROS2SWARM” (17 citations) and “Innate Motivation for Robot Swarms” (17 citations), provide practical tools and theoretical frameworks for the field. Kaiser’s notable achievements include translating simple simulations into real-world experiments, bridging the gap between theory and application. Her research on self-assembly and diversity in swarm behaviors has been recognized for its potential impact on industrial applications, including transportation and logistics. With a growing citation record and a focus on resilient, self-organizing systems, Kaiser is shaping the future of autonomous multi-robot coordination.
Research Focus
Key Achievements
Top Papers
- 1ROS2SWARM - A ROS 2 Package for Swarm Robot Behaviors17 citations · 2022
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- 7Combining Self-Organisation with Decision-Making and Planning7 citations · 2018
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- 9Evolution of Diverse Swarm Behaviors with Minimal Surprise3 citations · 2020
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