Simultaneous allocations of multiple tightly-coupled multi-robot tasks to coalitions of heterogeneous robots

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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Simultaneous allocations of multiple tightly-coupled multi-robot tasks to coalitions of heterogeneous robots
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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
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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