Thomas A. Berrueta
Papers
7
Total Citations
304
H-Index
7
About
Thomas A. Berrueta is a pioneering roboticist whose research lies at the intersection of collective behavior, active learning, and embodied autonomy. His most influential work, "A robot made of robots" (98 citations), introduces the concept of "smarticles"—simple, homogeneous robots that self-assemble into larger, emergent machines capable of coordinated transport and control, challenging traditional notions of robot architecture. In "Low rattling" (82 citations), Berrueta proposes a predictive principle for self-organization in active collectives, offering a unifying framework to model complex systems from ant rafts to molecular motors. His review "Active learning in robotics" (69 citations) synthesizes control principles for embodied systems, emphasizing the need for robots that learn efficiently through interaction. Berrueta also explores frontier topics like memristor circuits for colloidal robotics and materializing autonomy in soft robots across scales. With over 300 total citations, his work bridges theoretical principles and experimental applications, including Koopman operator methods for control. Berrueta’s contributions are shaping the future of autonomous, self-organizing robotic systems, from microscopic swarms to macroscopic collectives.
Research Focus
Key Achievements
Top Papers
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- 3Active learning in robotics: A review of control principles69 citations · 2021
- 4Maximum diffusion reinforcement learning17 citations · 2024
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- 6Materializing Autonomy in Soft Robots across Scales13 citations · 2023
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