Activity Recognition for Dynamic Multi-Agent Teams
نویسندگان
چکیده
منابع مشابه
A Activity Recognition for Dynamic Multi-agent Teams
This article addresses the problem of activity recognition for dynamic, physically-embodied agent teams. We define team activity recognition as the process of identifying team behaviors from traces of agent positions over time; for many physical domains, military or athletic, coordinated team behaviors create distinctive spatio-temporal patterns that can be used to identify low-level action seq...
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Proficient teams can accomplish goals that would not otherwise be achievable by groups of uncoordinated individuals. This thesis addresses the problem of analyzing team activities from external observations and prior knowledge of the team’s behavior patterns. There are three general classes of recognition cues that are potentially valuable for team activity/plan recognition: (1) spatial relatio...
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This thesis focuses on the problem of activity recognition for physicallyembodied agent teams. We define team activity recognition as the process of identifying team behaviors from traces of agents’ positions and orientations as they evolve over time; the goal is to completely annotate agent traces with: 1) the correct sequence of low-level actions performed by each agent; 2) an assignment of a...
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ژورنال
عنوان ژورنال: ACM Transactions on Intelligent Systems and Technology
سال: 2011
ISSN: 2157-6904,2157-6912
DOI: 10.1145/2036264.2036282