mlsanityData to 14 Oct 2026

Holistic Construction Automation with Modular Robots: From High-Level Task Specification to Execution

arXiv 2412.20867 ↗First posted 30 Dec 2024cs.RO cs.AI cs.HCcited by 1

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Abstract (arXiv)

In situ robotic automation in construction is challenging due to constantly changing environments, a shortage of robotic experts, and a lack of standardized frameworks bridging robotics and construction practices. This work proposes a holistic framework for construction task specification, optimization of robot morphology, and mission execution using a mobile modular reconfigurable robot. Users can specify and monitor the desired robot behavior through a graphical interface. In contrast to existing, monolithic solutions, we automatically identify a new task-tailored robot for every task by integrating acfbim. Our framework leverages modular robot components that enable the fast adaption of robot hardware to the specific demands of the construction task. Other than previous works on modular robot optimization, we consider multiple competing objectives, which allow us to explicitly model the challenges of real-world transfer, such as calibration errors. We demonstrate our framework in simulation by optimizing robots for drilling and spray painting. Finally, experimental validation demonstrates that our approach robustly enables the autonomous execution of robotic drilling.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 12 of its 58 references that are in the map. First posted on arXiv 30 Dec 2024.

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12 of 58 references.

References · 12

  1. 2017Domain Randomization for Transferring Deep Neural Networks from Simulation to the Real Worldcited by 1,498
  2. 2018Learning Dexterous In-Hand Manipulationcited by 687
  3. 2019Active Domain Randomizationcited by 170
  4. 2020The Marathon 2: A Navigation Systemcited by 70
  5. 2019A Fully-Integrated Sensing and Control System for High-Accuracy Mobile Robotic Building Constructioncited by 4
  6. 2020Mobile Manipulator for Autonomous Localization, Grasping and Precise Placement of Construction Material in a Semi-structured Environmentcited by 4
  7. 2023Optimizing Modular Robot Composition: A Lexicographic Genetic Algorithm Approachcited by 3
  8. 2022CoBRA: A Composable Benchmark for Robotics Applicationscited by 2
  9. 2022Timor Python: A Toolbox for Industrial Modular Roboticscited by 2
  10. 2024Open-Source, Cost-Aware Kinematically Feasible Planning for Mobile and Surface Roboticscited by 2
  11. 2022Design and Motion Planning for a Reconfigurable Robotic Basecited by 1
  12. 2023A perching and tilting aerial robot for precise and versatile power tool work on vertical wallscited by 1

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