Market mechanisms, such as auctions and negoti- ations, are often used for efficient task allocation in multi-robot domains where tasks are characterized by quality parameters that are related to the way the task is executed depending on the specific robot capabilities. In these cases, usually robots negotiate their respective assignments in order to optimize task distribution according to their own utility function. In this work, a market- based negotiation mechanism is proposed to allocate tasks to a set of robots by taking into account end-to-end requirements that the complete allocation should meet in terms of the considered quality parameters. Negotiation takes place on these parameters that are considered goods to be traded by the individual robots, depending on their strategies, so that they can successfully negotiate to obtain the task allocation.

A Market Mechanism for QoS-aware Multi-Robot Task Allocation

Claudia Di Napoli;
2015

Abstract

Market mechanisms, such as auctions and negoti- ations, are often used for efficient task allocation in multi-robot domains where tasks are characterized by quality parameters that are related to the way the task is executed depending on the specific robot capabilities. In these cases, usually robots negotiate their respective assignments in order to optimize task distribution according to their own utility function. In this work, a market- based negotiation mechanism is proposed to allocate tasks to a set of robots by taking into account end-to-end requirements that the complete allocation should meet in terms of the considered quality parameters. Negotiation takes place on these parameters that are considered goods to be traded by the individual robots, depending on their strategies, so that they can successfully negotiate to obtain the task allocation.
2015
Istituto di Calcolo e Reti ad Alte Prestazioni - ICAR
Automated Negotiation
Multi-robot task allocation
Healthcare
File in questo prodotto:
File Dimensione Formato  
prod_340434-doc_106513.pdf

solo utenti autorizzati

Descrizione: A Market Mechanism for QoS-aware Multi-Robot Task Allocation
Tipologia: Versione Editoriale (PDF)
Licenza: Nessuna licenza dichiarata (non attribuibile a prodotti successivi al 2023)
Dimensione 324.98 kB
Formato Adobe PDF
324.98 kB Adobe PDF   Visualizza/Apri   Richiedi una copia

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/304676
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 1
  • ???jsp.display-item.citation.isi??? ND
social impact