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Algorithm Theory Lab
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The lab explores the coordination of robot swarms from the theory of algorithms.

AboutAbout the lab
Exploring robot swarm coordination through algorithm theory
The Algorithm Theory Lab studies the theory of distributed algorithms, in particular distributed coordination of swarms of autonomous mobile robots and fault-tolerant distributed algorithms.
On the lab's website, it is introduced under the name "Theoretical Computer Science Group (Yamauchi Lab)."
Students' bachelor's and master's theses include titles dealing with gathering, search, and merging of robot swarms.
Key terms
- Distributed algorithm
- A procedure in which many computers or robots solve a task, each acting on its own decisions, without any entity managing the whole system centrally
- Autonomous mobile robot swarm
- A group of many robots that observe their surroundings, make their own decisions, and move around
- Fault tolerance
- The property of a system continuing to solve its task as a whole even when some parts fail
ResearchResearch themes
The lab investigates, from the theory of algorithms, how large numbers of autonomously moving robots can cooperate to solve tasks. Its research centers on distributed coordination of robot swarms and fault-tolerant distributed algorithms.
View More ↗MembersFaculty
Members of the Algorithm Theory Lab consist of faculty, master's and undergraduate students, and a secretary.As of 2025
- ProfessorYukiko Yamauchi
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Report an errorAbout the images
The top and research theme images are illustrative and were not taken at the lab. They are cropped from Wikimedia Commons images. Cropped CC BY-SA images are provided under the same CC BY-SA license as the original (version shown on each line).
- Top image: “RechargingSwarm” Serge Kernbach / CC BY-SA 3.0 (cropped)
- Distributed coordination of robot swarms: “Swarm of Colias Robot” Farshadarvin / CC BY-SA 4.0 (cropped)
- Related lab (マルチエージェント研究室): “Roundabout interchange” Petar Milošević / CC BY-SA 4.0 (cropped)
- Related lab (高性能計算研究室): “IBM Blue Gene P supercomputer” Argonne National Laboratory's Flickr page / CC BY-SA 2.0 (cropped)
- Related lab (システム制御・
最適化研究室): “Rock balancing (Counter Balance)” Leandro Inocencio / CC BY-SA 3.0 (cropped) - Related lab (文字列学研究室): “VERSAbus memory card.agr” ArnoldReinhold / CC BY-SA 3.0 (cropped)
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