TAMER: Task Allocation in Multi-robot Systems Through an Entity-Relationship Model

被引:10
作者
Miloradovic, Branko [1 ]
Frasheri, Mirgita [1 ]
Curuklu, Baran [1 ]
Ekstrom, Mikael [1 ]
Papadopoulos, Alessandro Vittorio [1 ]
机构
[1] Malardalen Univ, Vasteras, Sweden
来源
PRINCIPLES AND PRACTICE OF MULTI-AGENT SYSTEMS (PRIMA 2019) | 2019年 / 11873卷
基金
欧盟地平线“2020”;
关键词
TAXONOMY;
D O I
10.1007/978-3-030-33792-6_32
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Multi-robot task allocation (MRTA) problems have been studied extensively in the past decades. As a result, several classifications have been proposed in the literature targeting different aspects of MRTA, with often a few commonalities between them. The goal of this paper is twofold. First, a comprehensive overview of early work on existing MRTA taxonomies is provided, focusing on their differences and similarities. Second, the MRTA problem is modelled using an Entity-Relationship (ER) conceptual formalism to provide a structured representation of the most relevant aspects, including the ones proposed within previous taxonomies. Such representation has the advantage of (i) representing MRTA problems in a systematic way, (ii) providing a formalism that can be easily transformed into a software infrastructure, and (iii) setting the baseline for the definition of knowledge bases, that can be used for automated reasoning in MRTA problems.
引用
收藏
页码:478 / 486
页数:9
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