Title :
Variable Utility in Multi-robot Task Allocation Systems
Author :
Bastos, Guilherme S. ; Ribeiro, Carlos Henrique C ; de Souza, L.E.
Author_Institution :
Syst. Eng. & Inf. Technol. Inst., Fed. Univ. of Itajuba, Itajuba
Abstract :
Multi-Robot Task Allocation (MRTA) systems have been thoroughly studied by the robotic community in the last decade, with the purpose of creating systems that can solve real problems with good results. Most MRTA architectures consider non-variable utility measures to value task execution payoff. However, in realistic settings there are problems such as tasks having priority and time lifespan, that can be better modeled with variable utilities. This paper introduces variable utility applied to MRTA systems, and exemplifies it by presenting a model for a box-pushing problem with this new concept.
Keywords :
computational complexity; multi-robot systems; optimisation; utility theory; MRTA systems; box-pushing problem; multirobot task allocation systems; variable utility; Multirobot systems; Robot sensing systems; Taxonomy; Utility theory;
Conference_Titel :
Robotic Symposium, 2008. LARS '08. IEEE Latin American
Conference_Location :
Natal, Rio Grande do Norte
Print_ISBN :
978-1-4244-3379-7
Electronic_ISBN :
978-0-7695-3536-4
DOI :
10.1109/LARS.2008.36