Conflict-oriented windowed hierarchical cooperative

Zahy Bnaya, Ariel Felner

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

15 Scopus citations

Abstract

In the Multi-Agent Path Finding problem (MAPF), we are given a map and a set of agents with distinct source and goal locations. The task is to compute a path for each agent from its initial location to its goal location without conflicting with other agents. MAPF solvers can be divided into classes based on their purpose. One of these classes is the class of online MAPF algorithms, in which the search for paths is interleaved with the actual physical moves of the agents. A prominent algorithm in this class is the Windowed Hierarchical Cooperative A∗ algorithm (WHCA∗) where paths are planned for each agent individually and cooperation is obtained using a reservation table. A number of extensions for WHCA∗ already exist. In this paper we propose a general approach for the baseline WHCA∗ algorithm which is orthogonal to all other existing extensions. We improve WHCA∗ by introducing the Conflict Oriented (CO) principle for focusing the agent coordination around conflicts. In addition, we provide a conflict-oriented prioritization mechanism that intelligently chooses which agent should act next. Experimental results demonstrate the advantage of our approach over WHCA∗.

Original languageEnglish
Title of host publicationProceedings - IEEE International Conference on Robotics and Automation
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages3743-3748
Number of pages6
ISBN (Electronic)9781479936854, 9781479936854
DOIs
StatePublished - 22 Sep 2014
Event2014 IEEE International Conference on Robotics and Automation, ICRA 2014 - Hong Kong, China
Duration: 31 May 20147 Jun 2014

Publication series

NameProceedings - IEEE International Conference on Robotics and Automation
ISSN (Print)1050-4729

Conference

Conference2014 IEEE International Conference on Robotics and Automation, ICRA 2014
Country/TerritoryChina
CityHong Kong
Period31/05/147/06/14

ASJC Scopus subject areas

  • Software
  • Control and Systems Engineering
  • Artificial Intelligence
  • Electrical and Electronic Engineering

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