Armin B. Cremers
Papers
31
Total Citations
4,664
H-Index
20
About
Armin B. Cremers is a pioneering figure in autonomous mobile robotics, whose research has fundamentally shaped how robots perceive, navigate, and interact within real-world human environments. His most celebrated contributions center on the development of interactive museum tour-guide robots, most notably the RHINO and MINERVA systems. These robots were successfully deployed in public settings — including a landmark exhibition at the Smithsonian Institution — where MINERVA alone traversed over 44 kilometers while engaging thousands of visitors, demonstrating the practical viability of autonomous robots in densely populated spaces. These landmark projects have collectively accumulated well over 2,600 citations, reflecting their enduring influence on the field. Cremers made substantial methodological advances in probabilistic robotics, championing uncertainty-aware approaches to robot perception and control. His work on dynamic Markov localization provided robust solutions to the fundamental challenge of mobile robot positioning, while his development of sample-based joint probabilistic data association filters enabled robots to reliably track multiple moving people simultaneously — a critical capability for human-robot interaction. With total citations exceeding 3,900 across his most impactful works, Cremers' research legacy bridges theoretical probabilistic methods and real-world deployment, making him an essential reference point for students and researchers in autonomous systems and human-robot interaction.
Research Focus
Key Achievements
Top Papers
- 1Experiences with an interactive museum tour-guide robot817 citations · 1999
- 2MINERVA: a second-generation museum tour-guide robot696 citations · 2003
- 3Probabilistic Algorithms and the Interactive Museum Tour-Guide Robot Minerva521 citations · 2000
- 4The interactive museum tour-guide robot504 citations · 1998
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- 7The Mobile Robot Rhino165 citations · 1995
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- 9Experiences with an Interactive Museum Tour-Guide Robot143 citations · 1998
- 10Tracking multiple moving objects with a mobile robot135 citations · 2005