Das, Gautham, McGinnity, Thomas M. and Coleman, Sonya A. (2014) Simultaneous allocations of multiple tightly-coupled multi-robot tasks to coalitions of heterogeneous robots. In: IEEE International Conference on Robotics and Biomimetics (ROBIO 2014), Bali, Indonesia.
Full content URL: https://doi.org/10.1109/ROBIO.2014.7090496
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2014_ROBIO_Das_et_al.pdf - Whole Document Restricted to Repository staff only 1MB |
Item Type: | Conference or Workshop contribution (Presentation) |
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Item Status: | Live Archive |
Abstract
Most multi-robot task allocation algorithms are concerned with the allocation of individual tasks to single robots. However certain types of tasks require a team of robots for their execution, and for the allocation of such tasks non-conflicting robot teams have to be formed. Most of the existing allocation algorithms for such tasks mainly address the robot-team formation and the tasks are allocated sequentially. However, allocating multiple tasks simultaneously will result in a more balanced distribution of robots into teams. A market based algorithm for simultaneous allocation of multiple tightly couple multi-robot tasks to coalitions of heterogeneous robots are proposed in this paper. The simultaneous allocations are deadlock-free and significant improvement in overall execution time is achieved as demonstrated by empirical evaluations.
Keywords: | multi-robot task allocation, coalition formation, multi-agent auctions |
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Subjects: | H Engineering > H670 Robotics and Cybernetics H Engineering > H671 Robotics |
Divisions: | College of Science > Lincoln Institute for Agri-Food Technology |
ID Code: | 40829 |
Deposited On: | 30 Sep 2020 11:08 |
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