mlsanityData to 7 Oct 2026

Dynamic Human-Robot Role Allocation based on Human Ergonomics Risk Prediction and Robot Actions Adaptation

arXiv 2111.03630 ↗First posted 5 Nov 2021cs.RO cs.AIcited by 1

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Abstract (arXiv)

Despite cobots have high potential in bringing several benefits in the manufacturing and logistic processes, but their rapid (re-)deployment in changing environments is still limited. To enable fast adaptation to new product demands and to boost the fitness of the human workers to the allocated tasks, we propose a novel method that optimizes assembly strategies and distributes the effort among the workers in human-robot cooperative tasks. The cooperation model exploits AND/OR Graphs that we adapted to solve also the role allocation problem. The allocation algorithm considers quantitative measurements that are computed online to describe human operator's ergonomic status and task properties. We conducted preliminary experiments to demonstrate that the proposed approach succeeds in controlling the task allocation process to ensure safe and ergonomic conditions for the human worker.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 3 of its 22 references that are in the map. First posted on arXiv 5 Nov 2021.

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3 of 22 references.

References · 3

  1. 2020A Hierarchical Architecture for Human-Robot Cooperation Processescited by 12
  2. 2017Flexible human-robot cooperation models for assisted shop-floor taskscited by 5
  3. 2021An Integrated Dynamic Method for Allocating Roles and Planning Tasks for Mixed Human-Robot Teamscited by 3

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