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Colored Multi-Agent Path Finding: Solving Approaches

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F21%3A10432975" target="_blank" >RIV/00216208:11320/21:10432975 - isvavai.cz</a>

  • Result on the web

    <a href="https://doi.org/10.32473/flairs.v34i1.128535" target="_blank" >https://doi.org/10.32473/flairs.v34i1.128535</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.32473/flairs.v34i1.128535" target="_blank" >10.32473/flairs.v34i1.128535</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Colored Multi-Agent Path Finding: Solving Approaches

  • Original language description

    Multi-Agent Path Finding (MAPF) deals with the problem of finding collision-free paths for a set of agents moving in a shared environment while each agent has specified its destination. Colored MAPF generalizes MAPF by defining groups of agents that share a set of destination locations. In the paper, we evaluate several approaches to optimally solve the colored MAPF problem, namely, a method based on network flows, an extended version of conflict-based search, and two models using Boolean satisfiability. We also investigate methods for obtaining lower bounds on optimal solutions based on constraint and continuous relaxation techniques.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2021

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference

  • ISBN

  • ISSN

    2334-0762

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

  • Publisher name

    AAAI press

  • Place of publication

    Neuveden

  • Event location

    North Miami Beach

  • Event date

    May 17, 2021

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article