Solving Multi-Robot Task Allocation and Planning in Trans-media Scenarios

Trans-media robots, capable of operating across diverse environments, add significant complexity for multi-robot task allocation and planning problems. This paper introduces a novel approach to plan missions for such multi-robot systems, that addresses the associated specific complexities and constraints. It streamlines the overall mission planning process by decomposing it into tractable sub-problems, and addresses the issues of coalition formation, path planning, and task scheduling. It provides mission plans in very little computation time and allows to tackle large missions intractable by global planners, with negligible loss in plan optimality.

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Published
2024-10-14
DOI
https://doi.org/10.1109/iros58592.2024.10801394
Primary Topic
Robotic Path Planning Algorithms
Type
article
Field-Weighted Citation Impact
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article

Solving Multi-Robot Task Allocation and Planning in Trans-media Scenarios

Haruo Takemura, Simon Lacroix, Photchara Ratsamee, Virgile De La Rochefoucauld
Robotic Path Planning Algorithms
article

Solving Multi-Robot Task Allocation and Planning in Trans-media Scenarios

Haruo Takemura, Simon Lacroix, Photchara Ratsamee, Virgile De La Rochefoucauld
article en

Abstract

Trans-media robots, capable of operating across diverse environments, add significant complexity for multi-robot task allocation and planning problems. This paper introduces a novel approach to plan missions for such multi-robot systems, that addresses the associated specific complexities and constraints. It streamlines the overall mission planning process by decomposing it into tractable sub-problems, and addresses the issues of coalition formation, path planning, and task scheduling. It provides mission plans in very little computation time and allows to tackle large missions intractable by global planners, with negligible loss in plan optimality.

Centre National de la Recherche Scientifique (FR), Laboratoire d'Analyse et d'Architecture des Systèmes (FR), Institut National des Sciences Appliquées de Toulouse (FR), Osaka Institute of Technology (JP), Nomura Research Institute (JP), The University of Osaka (JP)
Openalex Percentile: Top 85%
Robotic Path Planning Algorithms
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Solving Multi-Robot Task Allocation and Planning in Trans-media Scenarios — Haruo Takemura, Simon Lacroix, et al. · (2024) | TGRS Research Map | TGRS