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Assistance networks for dynamic multirobot tasks

  • Haluk Bayram
  • , H. Iṣıl Bozma

Research output: Contribution to journalArticlepeer-review

Abstract

In this paper, we consider dynamic multirobot tasks that can be done by any of the robots, but only with the assistance of any other robot. We propose a novel approach based on the concept of ‘assistance networks’ with two complementary aspects, namely assistant finding and network topology update. Each robot, encountering a new task, seeks an assisting robot among its immediate neighbors in the assistance network in a decentralized manner. The network topology is defined based on pairwise stability via payoff functions that consider general task-related guidelines. As such, the number of potential assisting robots can be ensured a priori depending on tasks’ requirements. As robots move around, the topology is updated via pairwise games. If the games are conducted by a network coordinator, each game is shown to result in a pairwise stable network. A series of simulation and experimental results in a variety of different scenarios demonstrate that the robots are able to get assistance or give assistance flexibly.

Original languageEnglish (US)
Pages (from-to)615-630
Number of pages16
JournalAutonomous Robots
Volume40
Issue number4
DOIs
StatePublished - Apr 1 2016

Bibliographical note

Funding Information:
This work has been supported in part by Bogazici University (BAP 5169 and BAP 7222) and by TUBITAK (111E285).

Publisher Copyright:
© 2015, Springer Science+Business Media New York.

Keywords

  • Game theory
  • Multi-robot task allocation
  • Pairwise games
  • Robot networks

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